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Vienna Graduate School on Computational Optimization

Vienna Graduate School on Computational Optimization

Radu Ioan Bot (ORCID: 0000-0002-4469-314X)
  • Grant DOI 10.55776/W1260
  • Funding program Doctoral Programs
  • Status ongoing
  • Start March 1, 2016
  • End August 31, 2025
  • Funding amount € 3,450,274
  • Project website
  • E-mail

Disciplines

Computer Sciences (50%); Mathematics (50%)

Keywords

    Combinatorial optimization, Optimization Heuristics, Global optimization, Computational Data Analysis, Stochastic optimization, Graphs And Networks

Abstract Final report

Modern optimization methods are a key issue in successful decision making in many areas such as energy production and trading, financial and insurance management, transportation and communication, network design and bioinformatics. The goal of this Graduate School is to give the PhD candidates a comprehensive training in optimization with special emphasis on algorithmic and computational aspects. The composition of the members makes sure that practically all aspects of optimization are covered and will allow the collegiate assistants to work on topics touching more than one of these aspects. By working in the Graduate School, they will get an integrated view of the different streams of optimization theory and applications and their implementation in modern computational environments. The different areas of optimization covered by the proposed members of the program are: Combinatorial Optimization (Henzinger, Ljubic, Raidl), Global Optimization (Bomze, Neumaier, Schichl), Heuristic Optimization (Neumaier, Schichl, Raidl), Nonlinear Optimization (Bomze, Neumaier, Uhler), Stochastic Optimization (Pflug, Uhler), Dynamic Optimization (Pflug, Uhler) Algorithmic Game Theory (Bomze, Henzinger), Optimization for intelligent Data Analysis (Bomze, Henzinger, Ljubic, Uhler). Each field is represented by more than one member, enabling productive cooperation and co- supervision of the PhD students. A special emphasis is put on algorithmic aspects. It is intended to encourage the collegiate assistants to implement and compare algorithms on a practical basis.

Vienna Graduate School on Computational Optimization (VGSCO) started in March 2016 and has become a successful and internationally renowned FWF DK programme in the area of optimization. Its main goal has been to give the PhD candidates a comprehensive training in different areas of mathematical optimization with special emphasis on algorithmic and numerical aspects, to conduct research that equally focuses on theoretical and computational methods, and to prepare them for both a career in academia and in the industry. With 39 regular and associated PhD students, 2 PostDocs and 12 faculty members in volved, the DK programme has brought together all four institutions in the Vienna area at which doctoral education in optimization is offered, namely University of Vienna, TU Wien, Vienna University of Economics and Business and Institute of Science and Technology Austria. Due to this, the PhD students have come into contact with a large spectrum of optimization areas, ranging from continuous to discrete and heuristic optimization and their applications to fields like computer science, machine learning and artificial intelligence, engineering and finance, but also with the different cultures prevailing at the involved institutions. Under the lead of the Speaker Univ. - Prof. Dr. Radu Ioan Bo (University of Vienna) - succeeding in the second funding period Univ.- Prof. Dr. Georg Pflug (University of Vienna) - and of the Deputy Speaker Prof. Dr. Monika Henzinger (ISTA), the Vienna Graduate School on Computational Optimization has developed a very modern training programme that went beyond traditional PhD educatio n. This has consisted of 21 lecture series on different optimization topics offered by visiting professors with high scientific reputation, 2 international workshops organized in Vienna, joint research seminars, scientific retreats, soft and transferable skills courses, research stays abroad for the regular PhD students, and interaction with doctoral students and researchers from other doctoral programmes in mathematics and computer science. The scientific output of the DK programme encompasses approximately 140 publications (and further 50 to be expected in the next years), hundreds of scientific presentations given at international conferences, numerous patents and collaborations with industrial partners. The graduates of the VGSCO have either pursued an academic career in Europe or North America, some of them already having a permanent position, or worked for major companies in the private sector. The Vienna Graduate School on Computational Optimization has had a tremendous impact on the scientific landscape in Austria and contributed to Vienna becoming centre with international academic reputation in mathematical optimization. More information can be found on the website of the DK at https://vgsco.univie.ac.at.

Consortium
  • Arnold Neumaier, Universität Wien
    consortium member (01.03.2016 -)
  • Dan Alistarh, Institute of Science and Technology Austria - ISTA
    consortium member (01.03.2016 -)
  • Georg Pflug, Universität Wien
    former consortium member (01.03.2016 -)
  • Immanuel Bomze, Universität Wien
    consortium member (01.03.2016 -)
  • Monika Henzinger, Institute of Science and Technology Austria - ISTA
    consortium member (01.03.2016 -)
  • Nysret Musliu, Technische Universität Wien
    consortium member (01.03.2016 -)
  • Radu Ioan Bot, Universität Wien
    consortium member (01.03.2016 -)
Research institution(s)
  • Universität Wien
  • Technische Universität Wien
  • Institute of Science and Technology Austria - ISTA
  • Wirtschaftsuniversität Wien
Project participants
  • Georg Pflug, Universität Wien , former principal investigator
  • Günther R. Raidl, Technische Universität Wien , associated research partner
  • Vladimir Kolmogorov, Institute of Science and Technology Austria - ISTA , associated research partner
  • Birgit Rudloff, Wirtschaftsuniversität Wien , associated research partner

Research Output

  • 1136 Citations
  • 233 Publications
  • 2 Datasets & models
  • 49 Scientific Awards
  • 7 Fundings
Publications
  • 2024
    Title On the strong convergence of continuous Newton-like inertial dynamics with Tikhonov regularization for monotone inclusions
    DOI 10.1016/j.jmaa.2023.127689
    Type Journal Article
    Author Bot R
    Journal Journal of Mathematical Analysis and Applications
    Pages 127689
    Link Publication
  • 2023
    Title Sparse conic reformulation of structured QCQPs based on copositive optimization with applications in stochastic optimization
    DOI 10.5445/ir/1000159117
    Type Other
    Author Gabl M
    Link Publication
  • 2023
    Title Uncover: Toward Interpretable Models for Detecting New Star Cluster Members
    DOI 10.1109/tvcg.2022.3172560
    Type Journal Article
    Author Ratzenbock S
    Journal IEEE Transactions on Visualization and Computer Graphics
    Pages 3855-3872
  • 2023
    Title Advancing State Space Search for Static and Dynamic Optimization by Parallelization and Learning
    DOI 10.34726/hss.2023.113960
    Type Other
    Author Frohner N
    Link Publication
  • 2023
    Title Efficiency and generalization of sparse neural networks
    DOI 10.15479/at:ista:13074
    Type Other
    Author Peste E
    Link Publication
  • 2022
    Title LMBOPT: a limited memory method for bound-constrained optimization
    DOI 10.1007/s12532-021-00213-x
    Type Journal Article
    Author Kimiaei M
    Journal Mathematical Programming Computation
    Pages 271-318
    Link Publication
  • 2022
    Title Fast convex optimization via time scale and averaging of the steepest descent
    DOI 10.48550/arxiv.2208.08260
    Type Preprint
    Author Attouch H
  • 2022
    Title Fast Augmented Lagrangian Method in the convex regime with convergence guarantees for the iterates
    DOI 10.1007/s10107-022-01879-4
    Type Journal Article
    Author Bot R
    Journal Mathematical Programming
    Pages 147-197
    Link Publication
  • 2022
    Title Efficient unconstrained black box optimization
    DOI 10.1007/s12532-021-00215-9
    Type Journal Article
    Author Kimiaei M
    Journal Mathematical Programming Computation
    Pages 365-414
    Link Publication
  • 2022
    Title Metaheuristic algorithms for the bus driver scheduling problem with complex break constraints
    DOI 10.1145/3512290.3528876
    Type Conference Proceeding Abstract
    Author Kletzander L
    Pages 232-240
    Link Publication
  • 2022
    Title Mining for diamonds—Matrix generation algorithms for binary quadratically constrained quadratic problems
    DOI 10.1016/j.cor.2022.105735
    Type Journal Article
    Author Bettiol E
    Journal Computers & Operations Research
    Pages 105735
    Link Publication
  • 2022
    Title Risk-layering and optimal insurance uptake under ambiguity: With an application to farmers exposed to drought risk in Austria
    DOI 10.1111/risa.13884
    Type Journal Article
    Author Birghila C
    Journal Risk Analysis
    Pages 2639-2655
  • 2022
    Title Solving Nonconvex-Nonconcave Min-Max Problems exhibiting Weak Minty Solutions
    DOI 10.48550/arxiv.2201.12247
    Type Preprint
    Author Böhm A
  • 2022
    Title Learning Beam Search: Utilizing Machine Learning to Guide Beam Search for Solving Combinatorial Optimization Problems
    DOI 10.1007/978-3-030-95470-3_22
    Type Book Chapter
    Author Huber M
    Publisher Springer Nature
    Pages 283-298
  • 2022
    Title How Well Do Sparse ImageNet Models Transfer?
    DOI 10.1109/cvpr52688.2022.01195
    Type Conference Proceeding Abstract
    Author Iofinova E
    Pages 12256-12266
    Link Publication
  • 2024
    Title Second Order Dynamics Featuring Tikhonov Regularization and Time Scaling
    DOI 10.1007/s10957-024-02500-8
    Type Journal Article
    Author Csetnek E
    Journal Journal of Optimization Theory and Applications
    Pages 1385-1420
    Link Publication
  • 2024
    Title Persistence and Morse theory for discrete geometric structures
    DOI 10.15479/at:ista:15094
    Type Other
    Author Cultrera Di Montesano S
    Link Publication
  • 2024
    Title Dynamically Maintaining the Persistent Homology of Time Series; In: Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)
    DOI 10.1137/1.9781611977912.11
    Type Book Chapter
    Publisher Society for Industrial and Applied Mathematics
  • 2024
    Title Worst Case Complexity Bounds for Linesearch-Type Derivative-Free Algorithms
    DOI 10.1007/s10957-024-02519-x
    Type Journal Article
    Author Brilli A
    Journal Journal of Optimization Theory and Applications
  • 2024
    Title Fast Convex Optimization via Time Scale and Averaging of the Steepest Descent
    DOI 10.1287/moor.2023.0186
    Type Journal Article
    Author Attouch H
    Journal Mathematics of Operations Research
    Link Publication
  • 2024
    Title Signed double Roman domination on cubic graphs
    DOI 10.1016/j.amc.2024.128612
    Type Journal Article
    Author Iurlano E
    Journal Applied Mathematics and Computation
    Pages 128612
    Link Publication
  • 2023
    Title Dynamic Demand-Aware Link Scheduling for Reconfigurable Datacenters
    DOI 10.48550/arxiv.2301.05751
    Type Preprint
    Author Hanauer K
  • 2023
    Title Fast convex optimization via closed-loop time scaling of gradient dynamics
    DOI 10.48550/arxiv.2301.00701
    Type Preprint
    Author Attouch H
  • 2023
    Title Optimization under uncertainty and risk: Quadratic and copositive approaches
    DOI 10.1016/j.ejor.2022.11.020
    Type Journal Article
    Author Bomze I
    Journal European Journal of Operational Research
    Pages 449-476
    Link Publication
  • 2023
    Title Worst case complexity bounds for linesearch-type derivative-free algorithms
    DOI 10.48550/arxiv.2302.05274
    Type Preprint
    Author Brilli A
  • 2023
    Title Accurate Neural Network Pruning Requires Rethinking Sparse Optimization
    DOI 10.48550/arxiv.2308.02060
    Type Preprint
    Author Kuznedelev D
  • 2023
    Title Alternating Proximal-Gradient Steps for (Stochastic) Nonconvex-Concave Minimax Problems
    DOI 10.1137/21m1465470
    Type Journal Article
    Author Bot R
    Journal SIAM Journal on Optimization
    Pages 1884-1913
    Link Publication
  • 2023
    Title Signed double Roman domination on cubic graphs
    DOI 10.48550/arxiv.2308.01109
    Type Preprint
    Author Iurlano E
  • 2023
    Title Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures
    DOI 10.1109/cvpr52729.2023.02334
    Type Conference Proceeding Abstract
    Author Iofinova E
    Pages 24364-24373
    Link Publication
  • 2023
    Title Dynamic Demand-Aware Link Scheduling for Reconfigurable Datacenters
    DOI 10.1109/infocom53939.2023.10229050
    Type Conference Proceeding Abstract
    Author Hanauer K
    Pages 1-10
    Link Publication
  • 2023
    Title A Fast Optimistic Method for Monotone Variational Inequalities
    DOI 10.48550/arxiv.2307.11281
    Type Preprint
    Author Sedlmayer M
  • 2023
    Title Set-valued intrinsic measures of systemic risk
    DOI 10.48550/arxiv.2311.14588
    Type Preprint
    Author Hlavinova J
  • 2023
    Title Fast Krasnosel’skii–Mann Algorithm with a Convergence Rate of the Fixed Point Iteration of \(\boldsymbol{{ o} \left(\frac{1}{{ k}} \right)}\)
    DOI 10.1137/22m1504305
    Type Journal Article
    Author Bot R
    Journal SIAM Journal on Numerical Analysis
    Pages 2813-2843
  • 2022
    Title Two-stage stochastic standard quadratic optimization
    DOI 10.1016/j.ejor.2021.10.056
    Type Journal Article
    Author Bomze I
    Journal European Journal of Operational Research
    Pages 21-34
    Link Publication
  • 2022
    Title Second order splitting dynamics with vanishing damping for additively structured monotone inclusions
    DOI 10.48550/arxiv.2201.01017
    Type Preprint
    Author Bot R
  • 2022
    Title An accelerated minimax algorithm for convex-concave saddle point problems with nonsmooth coupling function
    DOI 10.1007/s10589-022-00378-8
    Type Journal Article
    Author Bot R
    Journal Computational Optimization and Applications
    Pages 925-966
    Link Publication
  • 2022
    Title A Learning Large Neighborhood Search for the Staff Rerostering Problem
    DOI 10.1007/978-3-031-08011-1_20
    Type Book Chapter
    Author Oberweger F
    Publisher Springer Nature
    Pages 300-317
  • 2022
    Title New mixed-integer linear programming model for solving the multidimensional multi-way number partitioning problem
    DOI 10.1007/s40314-022-01825-2
    Type Journal Article
    Author Nikolic B
    Journal Computational and Applied Mathematics
    Pages 119
  • 2022
    Title Graph search and variable neighborhood search for finding constrained longest common subsequences in artificial and real gene sequences
    DOI 10.1016/j.asoc.2022.108844
    Type Journal Article
    Author Djukanovic M
    Journal Applied Soft Computing
    Pages 108844
    Link Publication
  • 2022
    Title Second Order Splitting Dynamics with Vanishing Damping for Additively Structured Monotone Inclusions
    DOI 10.1007/s10884-022-10160-3
    Type Journal Article
    Author Bot R
    Journal Journal of Dynamics and Differential Equations
    Pages 727-756
    Link Publication
  • 2022
    Title Uncertainty Preferences in Robust Mixed-Integer Linear Optimization with Endogenous Uncertainty
    DOI 10.1137/20m1355422
    Type Journal Article
    Author Bomze I
    Journal SIAM Journal on Optimization
    Pages 292-318
    Link Publication
  • 2022
    Title A fast continuous time approach for non-smooth convex optimization with time scaling and Tikhonov regularization
    DOI 10.48550/arxiv.2207.12023
    Type Preprint
    Author Csetnek R
  • 2022
    Title A fast continuous time approach with time scaling for nonsmooth convex optimization
    DOI 10.48550/arxiv.2203.00711
    Type Preprint
    Author Bot R
  • 2022
    Title Fast Cluster Detection in Networks by First Order Optimization
    DOI 10.1137/21m1408658
    Type Journal Article
    Author Bomze I
    Journal SIAM Journal on Mathematics of Data Science
    Pages 285-305
    Link Publication
  • 2022
    Title Performance comparison of two recently proposed copositivity tests
    DOI 10.1016/j.ejco.2022.100037
    Type Journal Article
    Author Peng B
    Journal EURO Journal on Computational Optimization
    Pages 100037
    Link Publication
  • 2022
    Title Fast Krasnosel'skii-Mann algorithm with a convergence rate of the fixed point iteration of $o\left(\frac{1}{k}\right)$
    DOI 10.48550/arxiv.2206.09462
    Type Preprint
    Author Bot R
  • 2022
    Title Two Steps at a Time---Taking GAN Training in Stride with Tseng's Method
    DOI 10.1137/21m1420939
    Type Journal Article
    Author Böhm A
    Journal SIAM Journal on Mathematics of Data Science
    Pages 750-771
    Link Publication
  • 2022
    Title Fast Optimistic Gradient Descent Ascent (OGDA) method in continuous and discrete time
    DOI 10.48550/arxiv.2203.10947
    Type Preprint
    Author Bot R
  • 2023
    Title Fast Optimistic Gradient Descent Ascent (OGDA) Method in Continuous and Discrete Time
    DOI 10.1007/s10208-023-09636-5
    Type Journal Article
    Author Bot R
    Journal Foundations of Computational Mathematics
    Pages 163-222
    Link Publication
  • 2023
    Title Fast Forward-Backward splitting for monotone inclusions with a convergence rate of the tangent residual of $o(1/k)$
    DOI 10.48550/arxiv.2312.12175
    Type Preprint
    Author Bot R
  • 2023
    Title Sparse conic reformulation of structured QCQPs based on copositive optimization with applications in stochastic optimization
    DOI 10.1007/s10898-023-01283-y
    Type Journal Article
    Author Gabl M
    Journal Journal of Global Optimization
    Pages 221-254
    Link Publication
  • 2023
    Title A full splitting algorithm for fractional programs with structured numerators and denominators
    DOI 10.48550/arxiv.2312.14341
    Type Preprint
    Author Bot R
  • 2023
    Title Inertial Proximal Block Coordinate Method for a Class of Nonsmooth Sum-of-Ratios Optimization Problems
    DOI 10.1137/22m1472000
    Type Journal Article
    Author Bot R
    Journal SIAM Journal on Optimization
    Pages 361-393
    Link Publication
  • 2023
    Title SPADE: Sparsity-Guided Debugging for Deep Neural Networks
    DOI 10.48550/arxiv.2310.04519
    Type Preprint
    Author Moakhar A
  • 2023
    Title A fast continuous time approach for non-smooth convex optimization using Tikhonov regularization technique
    DOI 10.1007/s10589-023-00536-6
    Type Journal Article
    Author Karapetyants M
    Journal Computational Optimization and Applications
    Pages 531-569
    Link Publication
  • 2023
    Title Dynamically Maintaining the Persistent Homology of Time Series
    DOI 10.48550/arxiv.2311.01115
    Type Preprint
    Author Di Montesano S
  • 2023
    Title A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs
    Type Journal Article
    Author Bot R.I.
    Journal Journal of Machine Learning Research
    Pages 1-37
  • 2023
    Title Advancing State Space Search for Static and Dynamic Optimization by Parallelization and Learning
    Type PhD Thesis
    Author Frohner, Nikolaus (Associated Phd Student)
  • 2023
    Title Convergence rate analysis of optimisation and minimax algorithms for machine learning
    Type PhD Thesis
    Author Sedlmayer, Michael (Associated Phd Student)
  • 2023
    Title Dynamic Demand-Aware Link Scheduling for Reconfigurable Datacenters
    Type Conference Proceeding Abstract
    Author Hanauer K
    Conference IEEE International Conference on Computer Communications (INFOCOM 2023)
    Link Publication
  • 2023
    Title A fast optimistic method for monotone variational inequalities
    Type Conference Proceeding Abstract
    Author Nguyen D
    Conference 40th International Conference on Machine Learning (ICML 2023)
  • 2023
    Title Alternating proximal-gradient steps for (stochastic) nonconvex-concave minimax problems
    Type Journal Article
    Author Boț R
    Journal SIAM Journal on Optimization
  • 2023
    Title A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs
    Type Journal Article
    Author Boț R
    Journal Journal of Machine Learning Research
    Pages 1-37
    Link Publication
  • 2023
    Title Algorithms to solve unbounded convex vector optimization problems
    Type Journal Article
    Author Ulus F
    Journal SIAM Journal on Optimization
  • 2023
    Title Online min-max paging
    Type Conference Proceeding Abstract
    Author Chiplunkar A
    Conference ACM-SIAM Symposium on Discrete Algorithms (SODA 2023)
  • 2023
    Title Computation of systemic risk measures: a mixed-integer programming approach
    Type Journal Article
    Author Ararat A
    Journal Operations Research
  • 2023
    Title Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures
    DOI 10.48550/arxiv.2304.12622
    Type Preprint
    Author Iofinova E
  • 2023
    Title A Policy-Based Learning Beam Search for Combinatorial Optimization
    DOI 10.1007/978-3-031-30035-6_9
    Type Book Chapter
    Author Ettrich R
    Publisher Springer Nature
    Pages 130-145
  • 2023
    Title A fast continuous time approach for non-smooth convex optimization using Tikhonov regularization technique
    DOI 10.48550/arxiv.2303.09980
    Type Preprint
    Author Karapetyants M
  • 2022
    Title FLEA: Provably robust fair multisource learning from unreliable training data
    Type Journal Article
    Author Eugenia Iofinova
    Journal Transactions in Machine Learning Research
  • 2022
    Title Fine-grained complexity lower bounds for families of dynamic graphs
    Type Conference Proceeding Abstract
    Author Henzinger M
    Conference 30th Annual Euroepan Symposium on Algorithms (ESA 2022)
  • 2022
    Title A learning large neighborhood search for the staff rerostering problem
    Type Conference Proceeding Abstract
    Author Oberweger F
    Conference Integration of Constraint Programming, Artificial Intelligence, and Operations Research - CPAIOR 2022
    Pages 300-317
  • 2022
    Title A Relative Value Function Based Learning Beam Search for the Longest Common Subsequence Problem
    DOI 10.1007/978-3-031-25312-6_10
    Type Book Chapter
    Author Huber M
    Publisher Springer Nature
    Pages 87-95
  • 2022
    Title Beyond the Golden Ratio for Variational Inequality Algorithms
    DOI 10.48550/arxiv.2212.13955
    Type Preprint
    Author Alacaoglu A
  • 2022
    Title Conic formulation of QPCCs applied to truly sparse QPs
    DOI 10.1007/s10589-022-00440-5
    Type Journal Article
    Author Bomze I
    Journal Computational Optimization and Applications
    Pages 703-735
    Link Publication
  • 2022
    Title A fast continuous time approach with time scaling for nonsmooth convex optimization
    DOI 10.1186/s13662-022-03744-2
    Type Journal Article
    Author Bot R
    Journal Advances in Continuous and Discrete Models
    Pages 73
    Link Publication
  • 2021
    Title Solving the Longest Common Subsequence Problem Concerning Non-Uniform Distributions of Letters in Input Strings
    DOI 10.3390/math9131515
    Type Journal Article
    Author Nikolic B
    Journal Mathematics
    Pages 1515
    Link Publication
  • 2021
    Title Differentially Private Algorithms for Graphs Under Continual Observation
    DOI 10.48550/arxiv.2106.14756
    Type Preprint
    Author Fichtenberger H
  • 2021
    Title Sparse Conic Reformulation of Structured QCQPs based on Copositive Optimization with Applications in Stochastic Optimization
    DOI 10.48550/arxiv.2101.06219
    Type Preprint
    Author Gabl M
  • 2021
    Title An accelerated minimax algorithm for convex-concave saddle point problems with nonsmooth coupling function
    DOI 10.48550/arxiv.2104.06206
    Type Preprint
    Author Bot R
  • 2021
    Title A strongly convergent Krasnosel’skii–Mann-type algorithm for finding a common fixed point of a countably infinite family of nonexpansive operators in Hilbert spaces
    DOI 10.1016/j.cam.2021.113589
    Type Journal Article
    Author Bot R
    Journal Journal of Computational and Applied Mathematics
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    Title Tight Bounds for Online Graph Partitioning; In: Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA)
    DOI 10.1137/1.9781611976465.166
    Type Book Chapter
    Publisher Society for Industrial and Applied Mathematics
  • 2021
    Title Differentially Private Algorithms for Graphs Under Continual Observation
    Type Conference Proceeding Abstract
    Author Fichtenberger H
    Conference 29th Annual European Symposium on Algorithms (ESA 2021)
    Pages 42:1--42:16
    Link Publication
  • 2021
    Title A Trust-region Method Using Extended Nonmonotone Technique for Unconstrained Optimization
    DOI 10.29252/ijmsi.16.1.15
    Type Journal Article
    Author Esmaeili Hamid
    Journal IRANIAN JOURNAL OF MATHEMATICAL SCIENCES AND INFORMATICS
    Pages 15-33
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    Title Dynamic Approximate Maximum Independent Set of Intervals, Hypercubes and Hyperrectangles
    DOI 10.4230/lipics.socg.2020.51
    Type Conference Proceeding Abstract
    Author Henzinger M
    Conference LIPIcs, Volume 164, SoCG 2020
    Pages 51:1 - 51:14
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    Title Biclustering and boolean matrix factorization in data streams
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    Type Journal Article
    Author Neumann S
    Journal Proceedings of the VLDB Endowment
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    Title A Double-Horizon Approach to a Purely Dynamic and Stochastic Vehicle Routing Problem with Delivery Deadlines and Shift Flexibility; In: Proceedings of the 13th International Conference on the Practice and Theory of Automated Timetabling
    Type Book Chapter
    Author Frohner N.
    Pages 58-76
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    Title Dynamic Approximate Maximum Independent Set of Intervals, Hypercubes and Hyperrectangles
    Type Conference Proceeding Abstract
    Author Henzinger M
    Conference 36th International Symposium on Computational Geometry (SoCG 2020)
    Pages 51:1--51:14
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    Title Landscape connectivity and dropout stability of SGD solutions for over-parameterized neural networks
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    Author Mondelli M
    Conference Proceedings of the 37th International Conference on Machine Learning (ICML 2020)
  • 2020
    Title Provably finding and exploiting patterns in data
    Type PhD Thesis
    Author Neumann, Stefan (Phd Student)
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    Title Improving the convergence behaviour of splitting algorithms for monotone inclusions in Hilbert spaces: from weak to strong convergence
    Type PhD Thesis
    Author Meier, Dennis (Associated Phd Student)
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    Title Combinatorial optimization approaches for graph construction problems
    Type PhD Thesis
    Author Klocker (Now Posch), Benedikt (Associated Phd Student)
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  • 2019
    Title Dynamic Graph Algorithms and Graph Sparsification: New Techniques and Connections
    DOI 10.48550/arxiv.1909.06413
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    Journal Dynamic Games and Applications
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    Title First-order Methods for the Impatient: Support Identification in Finite Time with Convergent Frank--Wolfe Variants
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    Type Journal Article
    Author Bomze I
    Journal SIAM Journal on Optimization
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  • 2019
    Title Hessian Barrier Algorithms for Linearly Constrained Optimization Problems
    DOI 10.1137/18m1215682
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    Author Bomze I
    Journal SIAM Journal on Optimization
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    Title Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS '19
    DOI 10.1145/3309697
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  • 2019
    Title A Biased Random Key Genetic Algorithm with Rollout Evaluations for the Resource Constraint Job Scheduling Problem
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    Publisher Springer Nature
    Pages 549-560
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    Title Multiscale stochastic optimization: modeling aspects and scenario generation
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    Journal Computational Optimization and Applications
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    Title Variable Metric ADMM for Solving Variational Inequalities with Monotone Operators over Affine Sets
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    Publisher Springer Nature
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    Title Finding Tiny Clusters in Bipartite Graphs
    Type Other
    Author Neumann S
    Conference 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik - Informatik für Gesellschaft
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    Title Metric Regularity Properties in Bang-Bang Type Linear-Quadratic Optimal Control Problems
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    Journal Set-Valued and Variational Analysis
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    Title Numerical algorithms for structured nonsmooth and nonconvex optimization problems
    Type PhD Thesis
    Author Nguyen, Dang-Khoa (Phd Student)
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    Title Exact and heuristic approaches for solving string problems from bioinformatics
    Type PhD Thesis
    Author Djukanovic, Marko (Phd Student)
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    Title Conic and quadratic optimization tools for optimization under uncertainty
    Type PhD Thesis
    Author Gabl, Markus (Phd Student)
    Link Publication
  • 2021
    Title Elicitability and identifiability of set-valued functionals
    Type PhD Thesis
    Author Hlavinová, Jana (Associated Phd Student)
  • 2021
    Title Advances in search techniques for combinatorial optimization: new anytime A* search and decision diagram based approaches
    Type PhD Thesis
    Author Horn, Matthias (Phd Student)
    Link Publication
  • 2021
    Title Mathematical optimization for social network analysis: Influence maximization and community detection
    Type PhD Thesis
    Author Kahr, Michael (Associated Phd Student)
  • 2021
    Title Unconstrained and bound-constrained optimization in high dimensions
    Type PhD Thesis
    Author Kimiaei, Morteza (Phd Student)
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  • 2021
    Title The set-valued Bellman principle: Methodology, applications and computation
    Type PhD Thesis
    Author Kováčová, Gabriela (Associated Phd Student)
  • 2020
    Title Tight Bounds for Online Graph Partitioning
    DOI 10.48550/arxiv.2011.01017
    Type Preprint
    Author Henzinger M
  • 2020
    Title On Solving a Generalized Constrained Longest Common Subsequence Problem
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    Author Djukanovic M
    Publisher Springer Nature
    Pages 55-70
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    Title Variable Smoothing for Convex Optimization Problems Using Stochastic Gradients
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    Author Bot R
    Journal Journal of Scientific Computing
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    Title Recent Developments in Boolean Matrix Factorization
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    Author Miettinen P
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    Title Biclustering and Boolean Matrix Factorization in Data Streams
    DOI 10.48550/arxiv.2012.03138
    Type Preprint
    Author Neumann S
  • 2020
    Title Inertial Proximal Block Coordinate Method for a Class of Nonsmooth Sum-of-Ratios Optimization Problems
    DOI 10.48550/arxiv.2011.09782
    Type Preprint
    Author Bot R
  • 2020
    Title Uncertainty Preferences in Robust Mixed-Integer Linear Optimization with Endogenous Uncertainty
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    Author Bomze I
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    Title Interplay of non-convex quadratically constrained problems with adjustable robust optimization
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    Author Bomze I
    Journal Mathematical Methods of Operations Research
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    Title Alternating proximal-gradient steps for (stochastic) nonconvex-concave minimax problems
    DOI 10.48550/arxiv.2007.13605
    Type Preprint
    Author Bot R
  • 2020
    Title Active Set Complexity of the Away-Step Frank--Wolfe Algorithm
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    Type Journal Article
    Author Bomze I
    Journal SIAM Journal on Optimization
    Pages 2470-2500
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    Title Inducing strong convergence of trajectories in dynamical systems associated to monotone inclusions with composite structure
    DOI 10.1515/anona-2020-0143
    Type Journal Article
    Author Bot R
    Journal Advances in Nonlinear Analysis
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    Title A Variable Neighborhood Search for the Job Sequencing with One Common and Multiple Secondary Resources Problem
    DOI 10.1007/978-3-030-58115-2_27
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    Publisher Springer Nature
    Pages 385-398
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    Title A Stochastic Gradient Method With Mesh Refinement for PDE-Constrained Optimization Under Uncertainty
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    Author Geiersbach C
    Journal SIAM Journal on Scientific Computing
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    Title On minimal Hölder gaps and Shannon entropy balance
    DOI 10.4171/pm/2009
    Type Journal Article
    Author Bomze I
    Journal Portugaliae Mathematica
    Pages 1-10
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    Title An A* Algorithm for Solving a Prize-Collecting Sequencing Problem with One Common and Multiple Secondary Resources and Time Windows
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    Author Horn M
    Conference PATAT~2018: Proceedings of the 12th International Conference of the Practice and Theory of Automated Timetabling
    Pages 235-256
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  • 2018
    Title Bipartite Stochastic Block Models with Tiny Clusters
    Type Conference Proceeding Abstract
    Author Neumann S
    Conference Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018 (NeurIPS 2018)
    Pages 3871-3881
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  • 2018
    Title Notoriously hard (mixed-)binary QPs: empirical evidence on new completely positive approaches
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    Author Bomze I
    Journal Computational Management Science
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  • 2018
    Title Least cost influence propagation in (social) networks
    DOI 10.1007/s10107-018-1288-y
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    Author Fischetti M
    Journal Mathematical Programming
    Pages 293-325
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    Title Inducing strong convergence into the asymptotic behaviour of proximal splitting algorithms in Hilbert spaces
    DOI 10.1080/10556788.2018.1457151
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    Author Bot R
    Journal Optimization Methods and Software
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    Title An incremental mirror descent subgradient algorithm with random sweeping and proximal step
    DOI 10.1080/02331934.2018.1482491
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    Author Bot R
    Journal Optimization
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    Title Incorporating statistical model error into the calculation of acceptability prices of contingent claims
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    Author Glanzer M
    Journal Mathematical Programming
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    Title Exact and Heuristic Approaches for the Longest Common Palindromic Subsequence Problem
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    Type Book Chapter
    Author Djukanovic M
    Publisher Springer Nature
    Pages 199-214
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    Title Dynamic effective resistances and approximate Schur complement on separable graphs
    Type Conference Proceeding Abstract
    Author Goranci G
    Conference 26th Annual European Symposium on Algorithms (ESA 2018)
  • 2018
    Title A tree structure for dynamic facility location
    Type Conference Proceeding Abstract
    Author Goranci G
    Conference 26th Annual European Symposium on Algorithms (ESA 2018)
  • 2018
    Title A new generalized shrinkage conjugate gradient method for sparse recovery
    DOI 10.1007/s10092-018-0296-x
    Type Journal Article
    Author Esmaeili H
    Journal Calcolo
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    Title A forward–backward penalty scheme with inertial effects for monotone inclusions. Applications to convex bilevel programming
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    Journal Optimization
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    Title Stochastic proximal gradient methods for nonconvex problems in Hilbert spaces.
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    Journal Computational optimization and applications
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    Title Differentially Private Algorithms for Graphs Under Continual Observation
    DOI 10.4230/lipics.esa.2021.42
    Type Conference Proceeding Abstract
    Author Fichtenberger H
    Conference LIPIcs, Volume 204, ESA 2021
    Pages 42:1 - 42:16
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  • 2021
    Title AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks
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    Author Alexandra Peste
    Conference Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
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  • 2021
    Title Unconstrained and bound-constrained optimization in high dimensions
    DOI 10.25365/thesis.69922
    Type Other
    Author Kimiaei M
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  • 2021
    Title How Well Do Sparse Imagenet Models Transfer?
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  • 2021
    Title A new black box method for monotone nonlinear equations
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    Journal Optimization
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    Title A new limited memory method for unconstrained nonlinear least squares
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    Author Kimiaei M
    Journal Soft Computing
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    Title Fast Augmented Lagrangian Method in the convex regime with convergence guarantees for the iterates
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    Author Bot R
  • 2017
    Title Conditional Hardness for Sensitivity Problems
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    Author Henzinger M
    Conference LIPIcs, Volume 67, ITCS 2017
    Pages 26:1 - 26:31
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    Title Reductions for Frequency-Based Data Mining Problems
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    Author Neumann S
  • 2017
    Title Improved guarantees for vertex sparsification in planar graphs
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    Author Goranci G
    Conference 25th Annual European Symposium on Algorithms (ESA 2017)
  • 2017
    Title The power of vertex sparsifiers in dynamic graph algorithms
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    Author Goranci G
    Conference 25th Annual European Symposium on Algorithms (ESA 2017)
  • 2017
    Title Conditional hardness for sensitivity problems
    Type Conference Proceeding Abstract
    Author Henzinger M
    Conference 8th Innovations in Theoretical Computer Science (ITCS 2017)
  • 2017
    Title Conditional Hardness for Sensitivity Problems
    DOI 10.48550/arxiv.1703.01638
    Type Preprint
    Author Henzinger M
  • 2017
    Title Higher-order numerical scheme for linear quadratic problems with bang–bang controls
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    Journal Computational Optimization and Applications
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    Title A Beam Search Approach to the Traveling Tournament Problem
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    Publisher Springer Nature
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    Title Ranking the Teams in European Football Leagues with Agony
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    Title Optimal XL-insurance under Wasserstein-type ambiguity
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    Journal Insurance: Mathematics and Economics
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    Title Efficient Distributed Workload (Re-)Embedding
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    Pages 43-44
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    Title Nonconvex min–max fractional quadratic problems under quadratic constraints: copositive relaxations
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    Journal Journal of Global Optimization
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    Title A Proximal Minimization Algorithm for Structured Nonconvex and Nonsmooth Problems
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    Author Bot¸ R
    Journal SIAM Journal on Optimization
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    Title Impulse noise removal by an adaptive trust-region method
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    Journal Soft Computing
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    Title A new nonmonotone line-search trust-region approach for nonlinear systems
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    Journal TOP
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    Title New amortized cell-probe lower bounds for dynamic problems
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    Journal Theoretical Computer Science
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    Title Quantitative convergence estimates of deterministic and stochastic methods for optimization and minimax problem
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    Author Böhm, Axel (Phd Student)
    Link Publication
  • 2020
    Title Stochastic approximation for PDE-constrained optimization under uncertainty
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    Author Geiersbach, Caroline (Phd Student)
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  • 2020
    Title A model for finding transition-minors
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    Author Klocker B
    Journal Discrete Applied Mathematics
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    Title Does moral play equilibrate?
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    Journal Economic Theory
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    Title A SAT Approach for Finding Sup-Transition-Minors
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    Author Klocker B
    Publisher Springer Nature
    Pages 325-341
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    Title Towards Improving Merging Heuristics for Binary Decision Diagrams
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    Author Frohner N
    Publisher Springer Nature
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    Title Stochastic approximation for optimization in shape spaces
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    Author Geiersbach C
  • 2020
    Title Ubiquitous algorithms in convex optimization generate self-contracted sequences
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  • 2020
    Title The Proximal Alternating Direction Method of Multipliers in the Nonconvex Setting: Convergence Analysis and Rates
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    Author Bot R
    Journal Mathematics of Operations Research
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    Title Variable Smoothing for Weakly Convex Composite Functions
    DOI 10.48550/arxiv.2003.07612
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    Author Böhm A
  • 2020
    Title Dynamic Approximate Maximum Independent Set of Intervals, Hypercubes and Hyperrectangles
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    Author Henzinger M
  • 2020
    Title A Second Order Bundle Algorithm for Nonsmooth, Nonconvex Optimization Problems
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    Author Schichl H
    Publisher Springer Nature
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  • 2020
    Title Explicit and Implicit Dynamic Coloring of Graphs with Bounded Arboricity
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    Author Henzinger M
  • 2020
    Title A* Search for Prize-Collecting Job Sequencing with One Common and Multiple Secondary Resources
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    Author Horn M
    Journal Annals of Operations Research
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  • 2020
    Title Anytime algorithms for the longest common palindromic subsequence problem
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    Author Djukanovic M
    Journal Computers & Operations Research
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  • 2020
    Title Stochastic Proximal Gradient Methods for Nonconvex Problems in Hilbert Spaces
    DOI 10.48550/arxiv.2001.01329
    Type Preprint
    Author Geiersbach C
  • 2020
    Title A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs
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    Author Bot R
  • 2020
    Title Two steps at a time -- taking GAN training in stride with Tseng's method
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  • 2020
    Title Extended stellar systems in the solar neighborhood
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    Author Ratzenböck S
    Journal Astronomy & Astrophysics
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  • 2020
    Title Recent Developments in Boolean Matrix Factorization
    DOI 10.24963/ijcai.2020/685
    Type Conference Proceeding Abstract
    Author Miettinen P
    Pages 4922-4928
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  • 2020
    Title Finding Longest Common Subsequences: New anytime A * search results
    DOI 10.1016/j.asoc.2020.106499
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    Author Djukanovic M
    Journal Applied Soft Computing
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    Title Decision Diagram Based Limited Discrepancy Search for a Job Sequencing Problem
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    Author Horn M
    Publisher Springer Nature
    Pages 344-351
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    Title A Heuristic Approach for Solving the Longest Common Square Subsequence Problem
    DOI 10.1007/978-3-030-45093-9_52
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    Author Djukanovic M
    Publisher Springer Nature
    Pages 429-437
  • 2020
    Title Casual Employee Scheduling with Constraint Programming and Metaheuristics
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    Author Frohner N
    Publisher Springer Nature
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    Title A lower bound for the smallest uniquely hamiltonian planar graph with minimum degree three
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    Author Klocker B
    Journal Applied Mathematics and Computation
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    Title Incremental and fully dynamic subgraph connectivity for emergency planning
    Type Conference Proceeding Abstract
    Author Henzinger M
    Conference 24th Annual European Symposium on Algorithms (ESA 2016)
  • 2016
    Title Graph Minors for Preserving Terminal Distances Approximately - Lower and Upper Bounds
    Type Conference Proceeding Abstract
    Author Cheung Yk
    Conference 43rd International Colloquium on Automata, Languages, and Programming (ICALP 2016)
  • 2016
    Title Incremental exact min-cut in poly-logarithmic amortized update time
    Type Conference Proceeding Abstract
    Author Goranci G
    Conference 24th Annual European Symposium on Algorithms (ESA 2016)
  • 2021
    Title Factorization of completely positive matrices using iterative projected gradient steps
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    Type Journal Article
    Author Bot R
    Journal Numerical Linear Algebra with Applications
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  • 2021
    Title Learning Surrogate Functions for the Short-Horizon Planning in Same-Day Delivery Problems
    DOI 10.1007/978-3-030-78230-6_18
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    Author Bracher A
    Publisher Springer Nature
    Pages 283-298
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    Title The ? Ophiuchi region revisited with Gaia EDR3
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    Author Grasser N
    Journal Astronomy & Astrophysics
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    Title Exclusion regions for parameter-dependent systems of equations
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    Author Ponleitner B
    Journal Journal of Global Optimization
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    Title Improved convergence rates and trajectory convergence for primal-dual dynamical systems with vanishing damping
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    Author Bot R
    Journal Journal of Differential Equations
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    Title An Active Set Trust-Region Method for Bound-Constrained Optimization
    DOI 10.1007/s41980-021-00610-x
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    Author Kimiaei M
    Journal Bulletin of the Iranian Mathematical Society
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    Title Frank–Wolfe and friends: a journey into projection-free first-order optimization methods
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    Type Journal Article
    Author Bomze I
    Journal 4OR
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  • 2021
    Title Variable Smoothing for Weakly Convex Composite Functions
    DOI 10.1007/s10957-020-01800-z
    Type Journal Article
    Author Böhm A
    Journal Journal of Optimization Theory and Applications
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    Title Route Duration Prediction in a Stochastic and Dynamic Vehicle Routing Problem with Short Delivery Deadlines ? ? This project is partially funded by the Doctoral Program "Vienna Graduate School on Computational Optimization", Austrian Science
    DOI 10.1016/j.procs.2021.01.175
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    Author Frohner N
    Journal Procedia Computer Science
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    Title Driver Shift Planning for an Online Store with Short Delivery Times
    DOI 10.1016/j.procs.2021.01.270
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    Author Horn M
    Journal Procedia Computer Science
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    Title Solving longest common subsequence problems via a transformation to the maximum clique problem
    DOI 10.1016/j.cor.2020.105089
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    Author Blum C
    Journal Computers & Operations Research
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    Title Trust Your Data or Not—StQP Remains StQP: Community Detection via Robust Standard Quadratic Optimization
    DOI 10.1287/moor.2020.1057
    Type Journal Article
    Author Bomze I
    Journal Mathematics of Operations Research
    Pages 301-316
    Link Publication
  • 2021
    Title Benders decomposition for competitive influence maximization in (social) networks
    DOI 10.1016/j.omega.2020.102264
    Type Journal Article
    Author Kahr M
    Journal Omega
    Pages 102264
    Link Publication
  • 2021
    Title A*-based construction of decision diagrams for a prize-collecting scheduling problem
    DOI 10.1016/j.cor.2020.105125
    Type Journal Article
    Author Horn M
    Journal Computers & Operations Research
    Pages 105125
    Link Publication
  • 2021
    Title An A? search algorithm for the constrained longest common subsequence problem
    DOI 10.1016/j.ipl.2020.106041
    Type Journal Article
    Author Djukanovic M
    Journal Information Processing Letters
    Pages 106041
    Link Publication
  • 2021
    Title Stochastic Approximation for Optimization in Shape Spaces
    DOI 10.1137/20m1316111
    Type Journal Article
    Author Geiersbach C
    Journal SIAM Journal on Optimization
    Pages 348-376
    Link Publication
  • 2018
    Title A proximal minimization algorithm for structured nonconvex and nonsmooth problems
    DOI 10.48550/arxiv.1805.11056
    Type Preprint
    Author Bot R
  • 2018
    Title Incremental Exact Min-Cut in Polylogarithmic Amortized Update Time
    DOI 10.1145/3174803
    Type Journal Article
    Author Goranci G
    Journal ACM Transactions on Algorithms (TALG)
    Pages 1-21
    Link Publication
  • 2018
    Title Metaheuristic Hybrids
    DOI 10.1007/978-3-319-91086-4_12
    Type Book Chapter
    Author Raidl G
    Publisher Springer Nature
    Pages 385-417
  • 2017
    Title Building a completely positive factorization
    DOI 10.1007/s10100-017-0499-2
    Type Journal Article
    Author Bomze I
    Journal Central European Journal of Operations Research
    Pages 287-305
    Link Publication
  • 2017
    Title A non-monotone pattern search approach for systems of nonlinear equations
    DOI 10.1080/00207160.2017.1413552
    Type Journal Article
    Author Amini K
    Journal International Journal of Computer Mathematics
    Pages 33-50
    Link Publication
  • 2017
    Title Job Sequencing with One Common and Multiple Secondary Resources: A Problem Motivated from Particle Therapy for Cancer Treatment
    DOI 10.1007/978-3-319-72926-8_42
    Type Book Chapter
    Author Horn M
    Publisher Springer Nature
    Pages 506-518
  • 2017
    Title Finding Smooth Graphs with Small Independence Numbers
    DOI 10.1007/978-3-319-72926-8_44
    Type Book Chapter
    Author Klocker B
    Publisher Springer Nature
    Pages 527-539
  • 2017
    Title Reductions for Frequency-Based Data Mining Problems
    DOI 10.1109/icdm.2017.128
    Type Conference Proceeding Abstract
    Author Neumann S
    Pages 997-1002
    Link Publication
  • 2017
    Title Regularity results for the minimum time function with Hörmander vector fields
    DOI 10.48550/arxiv.1702.07618
    Type Preprint
    Author Albano P
  • 2018
    Title Extended trust-region problems with one or two balls: exact copositive and Lagrangian relaxations
    DOI 10.1007/s10898-018-0607-4
    Type Journal Article
    Author Bomze I
    Journal Journal of Global Optimization
    Pages 551-569
    Link Publication
  • 2018
    Title Solving a Weighted Set Covering Problem for Improving Algorithms for Cutting Stock Problems with Setup Costs by Solution Merging
    DOI 10.1007/978-3-319-74718-7_43
    Type Book Chapter
    Author Klocker B
    Publisher Springer Nature
    Pages 355-363
  • 2018
    Title The proximal alternating direction method of multipliers in the nonconvex setting: convergence analysis and rates
    DOI 10.48550/arxiv.1801.01994
    Type Preprint
    Author Bot R
  • 2018
    Title The Complexity of Simple Models—A Study of Worst and Typical Hard Cases for the Standard Quadratic Optimization Problem
    DOI 10.1287/moor.2017.0877
    Type Journal Article
    Author Bomze I
    Journal Mathematics of Operations Research
    Pages 651-674
  • 2018
    Title Regularity results for the minimum time function with Hörmander vector fields
    DOI 10.1016/j.jde.2017.11.016
    Type Journal Article
    Author Albano P
    Journal Journal of Differential Equations
    Pages 3312-3335
    Link Publication
  • 2019
    Title Pure infection–immunization dynamics for partnership games: A correction
    DOI 10.1016/j.geb.2018.09.004
    Type Journal Article
    Author Bomze I
    Journal Games and Economic Behavior
    Pages 315-317
  • 2019
    Title Efficient Distributed Workload (Re-)Embedding
    DOI 10.1145/3322205.3311084
    Type Journal Article
    Author Henzinger M
    Journal Proceedings of the ACM on Measurement and Analysis of Computing Systems
    Pages 1-38
    Link Publication
  • 2019
    Title Projected Stochastic Gradients for Convex Constrained Problems in Hilbert Spaces
    DOI 10.1137/18m1200208
    Type Journal Article
    Author Geiersbach C
    Journal SIAM Journal on Optimization
    Pages 2079-2099
    Link Publication
  • 2019
    Title Correction to: Distributionally robust optimization with multiple time scales: valuation of a thermal power plant
    DOI 10.1007/s10287-019-00361-5
    Type Journal Article
    Author Van Ackooij W
    Journal Computational Management Science
    Pages 387-387
    Link Publication
  • 2019
    Title Merging Quality Estimation for Binary Decision Diagrams with Binary Classifiers
    DOI 10.1007/978-3-030-37599-7_37
    Type Book Chapter
    Author Frohner N
    Publisher Springer Nature
    Pages 445-457
  • 2019
    Title A Beam Search for the Longest Common Subsequence Problem Guided by a Novel Approximate Expected Length Calculation
    DOI 10.1007/978-3-030-37599-7_14
    Type Book Chapter
    Author Djukanovic M
    Publisher Springer Nature
    Pages 154-167
  • 2019
    Title Efficient DistributedWorkload (Re-)Embedding
    DOI 10.1145/3376930.3376959
    Type Journal Article
    Author Henzinger M
    Journal ACM SIGMETRICS Performance Evaluation Review
    Pages 43-44
    Link Publication
  • 2019
    Title Insurance contract under ambiguity
    Type PhD Thesis
    Author Birghila, Corina (Associated Phd Student)
    Link Publication
  • 2019
    Title Multistage stochastic and distributionally robust optimization
    Type PhD Thesis
    Author Glanzer, Martin (Associated Phd Student)
    Link Publication
  • 2019
    Title Dynamic graph algorithms and graph sparsification: new techniques and connections
    Type PhD Thesis
    Author Goranci, Gramoz (Associated Phd Student)
    Link Publication
  • 2019
    Title Efficient Distributed Workload (Re-)Embedding
    DOI 10.48550/arxiv.1904.05474
    Type Preprint
    Author Henzinger M
  • 2019
    Title New Amortized Cell-Probe Lower Bounds for Dynamic Problems
    DOI 10.48550/arxiv.1902.02304
    Type Preprint
    Author Bhattacharya S
  • 2019
    Title Computational Aspects for Interface Identification Problems with Stochastic Modelling
    DOI 10.48550/arxiv.1902.01160
    Type Preprint
    Author Geiersbach C
  • 2019
    Title Variable smoothing for convex optimization problems using stochastic gradients
    DOI 10.48550/arxiv.1905.06553
    Type Preprint
    Author Bot R
  • 2019
    Title Job sequencing with one common and multiple secondary resources: An A?/Beam Search based anytime algorithm
    DOI 10.1016/j.artint.2019.103173
    Type Journal Article
    Author Horn M
    Journal Artificial Intelligence
    Pages 103173
    Link Publication
Datasets & models
  • 2018 Link
    Title https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Diagnostic)
    DOI 10.17632/5fvjd6xt45.1
    Type Database/Collection of data
    Public Access
    Link Link
  • 2009 Link
    Title CIFAR-10
    Type Database/Collection of data
    Public Access
    Link Link
Scientific Awards
  • 2023
    Title Best paper award at the Evolutionary Computation in Combinatorial Optimization - 23rd European Conference, EvoCOP 2023
    Type Research prize
    Level of Recognition Continental/International
  • 2023
    Title Best paper award at Evolutionary Computation in Combinatorial Optimization - 23rd European Conference, EvoCOP 2022
    Type Research prize
    DOI 10.1007/978-3-031-04148-8_9
    Level of Recognition Continental/International
  • 2022
    Title French German Portuguese Conference on Optimization 2022 (FGP'22)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title invited keynote talk at OLA 2022
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title Heinz Zemanek Award from the Austrian Computer Society
    Type Honorary Degree
    Level of Recognition National (any country)
  • 2022
    Title Honorary member, Austrian Society of OR (OeGOR)
    Type Awarded honorary membership, or a fellowship, of a learned society
    Level of Recognition National (any country)
  • 2022
    Title invited keynote talk at ELLIIT Focus Period Workshop
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title 11th World Congress of the Bachelier Finance Society (Hong Kong, online)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title 30th IFIP TC-7 Conference on System Modeling and Optimization (Warsaw)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title invited plenary HUGO 2022
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title TraDE-OPT Workshop on Algorithmic and Continuous Optimization, Louvain
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title RAMP Symposium on Mathematical Optimisation of the Operations Research Society of Japan
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title OCG Förderpreis 2022 für herausragende wissenschaftliche Abschlussarbeiten
    Type Research prize
    Level of Recognition National (any country)
  • 2021
    Title Award of Excellence from the Austrian Ministry of Education, Science and Research
    Type Research prize
    Level of Recognition National (any country)
  • 2021
    Title UK 63rd Annual Conference in Operational Research
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2021
    Title invited keynote talk at the 21st Hybrid Intelligent Systems Conference (HIS21)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2021
    Title invited keynote talk at the 17th Int. Conf. on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2021
    Title International Conference on Nonlinear Applied Analysis and Optimization, Varanasi
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2021
    Title Editor-in-Chief, EURO J. Computational Optimization
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2021
    Title Best MMOR paper
    Type Research prize
    Level of Recognition Continental/International
  • 2020
    Title Numerical Functional Analysis and Optimization
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2020
    Title Fixed Point Theory and Algorithms for Sciences and Engineering
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2020
    Title invited plenary GDO 2020
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2020
    Title Recent Advances in Multi-Objective Optimization (RAMOO)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2019
    Title 71st Workshop ADVANCES IN NONSMOOTH ANALYSIS AND OPTIMIZATION of the International School of Mathematics G. Stampacchia
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2019
    Title Carus-Medaille der Carus-Stiftung (Leopoldina - nationale Akademie der Wissenschaften)
    Type Medal
    Level of Recognition National (any country)
  • 2019
    Title Computational Optimization and Applications
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2019
    Title EB member, EJOR
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2019
    Title invited keynote talk at HM 2019
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2019
    Title The Sixth International Conference on Continuous Optimization (ICCOPT 2019)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2019
    Title invited plenary GDO 2019
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2019
    Title keynote plenary WCGO Metz
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2018
    Title keynote plenary SPOC'18
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2018
    Title Best JOGO paper
    Type Research prize
    Level of Recognition Continental/International
  • 2018
    Title Control and Cybernetics
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2018
    Title invited keynote plenary IAST 2018
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2018
    Title invited keynote plenary SIGOPT 2018
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2018
    Title invited plenary talk at the Horizonte talk series, Austrian Computer Society
    Type Personally asked as a key note speaker to a conference
    Level of Recognition National (any country)
  • 2018
    Title invited talk at the Metaheuristics Summer School (MESS 2018)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2018
    Title invited talk at the Symposium on Decision Diagrams for Optimization (DDOPT2018)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2018
    Title IX International Conference Optimization and Applications (OPTIMA-2018)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2018
    Title NATCOR keynote
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2018
    Title Optimization Methods and Software
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2017
    Title Invited keynote plenary Optimization 2017
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2017
    Title EB member ORP
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2017
    Title Applied Mathematics and Optimization
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2006
    Title EB member OPTL
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2006
    Title EB member JOGO
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
  • 2006
    Title EB member CEJOR
    Type Appointed as the editor/advisor to a journal or book series
    Level of Recognition Continental/International
Fundings
  • 2023
    Title Learning to Solve Dynamic Vehicle Routing Problems
    Type Research grant (including intramural programme)
    Start of Funding 2023
    Funder Honda Research Institute Europe GmbH
  • 2021
    Title Cooperative Optimization (Extension)
    Type Research grant (including intramural programme)
    Start of Funding 2021
    Funder Honda Research Institute Europe GmbH
  • 2021
    Title Nonsmooth Nonconvex Optimization Methods in Acoustics
    Type Other
    Start of Funding 2021
    Funder Austrian Science Fund (FWF)
  • 2019
    Title Dynamische Netzwerkmodelle und dynamische systemische Risikomasse
    Type Research grant (including intramural programme)
    Start of Funding 2019
    Funder National Bank of Austria
  • 2022
    Title Cooperative Personnel Scheduling
    Type Research grant (including intramural programme)
    Start of Funding 2022
    Funder Honda Research Institute Europe GmbH
  • 2020
    Title FWF DK Vienna Graduate School on Computational Optimization
    Type Research grant (including intramural programme)
    Start of Funding 2020
    Funder Austrian Science Fund (FWF)
  • 2021
    Title Smart operation of wind turbines under icing conditions
    Type Research grant (including intramural programme)
    Start of Funding 2021
    Funder Austrian Research Promotion Agency

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