• Skip to content (access key 1)
  • Skip to search (access key 7)
FWF — Austrian Science Fund
  • Go to overview page Discover

    • Research Radar
      • Research Radar Archives 1974–1994
    • Discoveries
      • Emmanuelle Charpentier
      • Adrian Constantin
      • Monika Henzinger
      • Ferenc Krausz
      • Wolfgang Lutz
      • Walter Pohl
      • Christa Schleper
      • Elly Tanaka
      • Anton Zeilinger
    • Impact Stories
      • Verena Gassner
      • Wolfgang Lechner
      • Georg Winter
    • scilog Magazine
    • Austrian Science Awards
      • FWF Wittgenstein Awards
      • FWF ASTRA Awards
      • FWF START Awards
      • Award Ceremony
    • excellent=austria
      • Clusters of Excellence
      • Emerging Fields
    • In the Spotlight
      • 40 Years of Erwin Schrödinger Fellowships
      • Quantum Austria
    • Dialogs and Talks
      • think.beyond Summit
    • Knowledge Transfer Events
    • E-Book Library
  • Go to overview page Funding

    • Portfolio
      • excellent=austria
        • Clusters of Excellence
        • Emerging Fields
      • Projects
        • Principal Investigator Projects
        • Principal Investigator Projects International
        • Clinical Research
        • 1000 Ideas
        • Arts-Based Research
        • FWF Wittgenstein Award
      • Careers
        • ESPRIT
        • FWF ASTRA Awards
        • Erwin Schrödinger
        • doc.funds
        • doc.funds.connect
      • Collaborations
        • Specialized Research Groups
        • Special Research Areas
        • Research Groups
        • International – Multilateral Initiatives
        • #ConnectingMinds
      • Communication
        • Top Citizen Science
        • Science Communication
        • Book Publications
        • Digital Publications
        • Open-Access Block Grant
      • Subject-Specific Funding
        • AI Mission Austria
        • Belmont Forum
        • ERA-NET HERA
        • ERA-NET NORFACE
        • ERA-NET QuantERA
        • ERA-NET TRANSCAN
        • Alternative Methods to Animal Testing
        • European Partnership Biodiversa+
        • European Partnership BrainHealth
        • European Partnership ERA4Health
        • European Partnership ERDERA
        • European Partnership EUPAHW
        • European Partnership FutureFoodS
        • European Partnership OHAMR
        • European Partnership PerMed
        • European Partnership Water4All
        • Gottfried and Vera Weiss Award
        • netidee SCIENCE
        • Herzfelder Foundation Projects
        • Quantum Austria
        • Rückenwind Funding Bonus
        • WE&ME Award
        • Zero Emissions Award
      • International Collaborations
        • Belgium/Flanders
        • Germany
        • France
        • Italy/South Tyrol
        • Japan
        • Luxembourg
        • Poland
        • Switzerland
        • Slovenia
        • Taiwan
        • Tyrol–South Tyrol–Trentino
        • Czech Republic
        • Hungary
    • Step by Step
      • Find Funding
      • Submitting Your Application
      • International Peer Review
      • Funding Decisions
      • Carrying out Your Project
      • Closing Your Project
      • Further Information
        • Integrity and Ethics
        • Inclusion
        • Applying from Abroad
        • Personnel Costs
        • PROFI
        • Final Project Reports
        • Final Project Report Survey
    • FAQ
      • Project Phase PROFI
      • Project Phase Ad Personam
      • Expiring Programs
        • Elise Richter and Elise Richter PEEK
        • FWF START Awards
  • Go to overview page About Us

    • Mission Statement
    • FWF Video
    • Values
    • Facts and Figures
    • Annual Report
    • What We Do
      • Research Funding
        • Matching Funds Initiative
      • International Collaborations
      • Studies and Publications
      • Equal Opportunities and Diversity
        • Objectives and Principles
        • Measures
        • Creating Awareness of Bias in the Review Process
        • Terms and Definitions
        • Your Career in Cutting-Edge Research
      • Open Science
        • Open-Access Policy
          • Open-Access Policy for Peer-Reviewed Publications
          • Open-Access Policy for Peer-Reviewed Book Publications
          • Open-Access Policy for Research Data
        • Research Data Management
        • Citizen Science
        • Open Science Infrastructures
        • Open Science Funding
      • Evaluations and Quality Assurance
      • Academic Integrity
      • Science Communication
      • Philanthropy
      • Sustainability
    • History
    • Legal Basis
    • Organization
      • Executive Bodies
        • Executive Board
        • Supervisory Board
        • Assembly of Delegates
        • Scientific Board
        • Juries
      • FWF Office
    • Jobs at FWF
  • Go to overview page News

    • News
    • Press
      • Logos
    • Calendar
      • Post an Event
      • FWF Informational Events
    • Job Openings
      • Enter Job Opening
    • Newsletter
  • Discovering
    what
    matters.

    FWF-Newsletter Press-Newsletter Calendar-Newsletter Job-Newsletter scilog-Newsletter

    SOCIAL MEDIA

    • LinkedIn, external URL, opens in a new window
    • , external URL, opens in a new window
    • Facebook, external URL, opens in a new window
    • Instagram, external URL, opens in a new window
    • YouTube, external URL, opens in a new window

    SCILOG

    • Scilog — The science magazine of the Austrian Science Fund (FWF)
  • elane login, external URL, opens in a new window
  • Scilog external URL, opens in a new window
  • de Wechsle zu Deutsch

  

Localized, Fusion and Tensors of Frames

Localized, Fusion and Tensors of Frames

Peter Balazs (ORCID: 0000-0003-4939-0831)
  • Grant DOI 10.55776/P34624
  • Funding program Principal Investigator Projects
  • Status ended
  • Start November 1, 2021
  • End October 31, 2025
  • Funding amount € 403,946

Disciplines

Mathematics (100%)

Keywords

    Localized Frames, Tensors of Frames, Fusion Frames, Operator Representation

Abstract

Representing operators is an important part of mathematics. This is essential for the possibility to treat operator systems numerically, i.e. with a computer. This is done by transforming them to systems of equations, which can be represented by matrices. Traditionally, orthonormal bases (comparable to the coordinate system learned in school) have been used to obtain such representations. Recently frames have entered the picture, that allow redundant representations. The quality of the matrix representation depends crucially on the chosen class of frames. One particularly promising approach, to describe `good` frames, is the concept of localized frames. Those are frames, where the inter-relation is nice. The investigation of representations of operators with those frames has recently been started, supporting the important role of tensor products of frames in those representations. Finally, frame systems of subspaces, also known as fusion frames are naturally linked to domain decomposition methods for the integral representation of operators. Operator representations with those three classes are still a largely unexplored field in frame theory. We will advance the mathematical theory of localized frames, fusion frames, and their tensor products, for the representation of operators, connecting harmonic analysis, and operator theory.

Research institution(s)
  • Österreichische Akademie der Wissenschaften - 90%
  • Universität Wien - 10%
Project participants
  • Karlheinz Gröchenig, Universität Wien , associated research partner
  • Michael Speckbacher, Österreichische Akademie der Wissenschaften , national collaboration partner
International project participants
  • Stephan Dahlke, Universität Marburg - Germany
  • Ali Akbar Arefijamaal, Hakim Sabzevari University - Iran
  • Helmut Harbrecht, Universität Basel - Switzerland
  • Pete G. Casazza, University of Missouri-Columbia - USA

Research Output

  • 24 Citations
  • 23 Publications
Publications
  • 2025
    Title Kernel theorems for operators on co-orbit spaces associated with localised frames
    DOI 10.1016/j.jmaa.2025.129678
    Type Journal Article
    Author Bytchenkoff D
    Journal Journal of Mathematical Analysis and Applications
    Pages 129678
    Link Publication
  • 2025
    Title Injectivity of ReLU Layers: Tools from Frame Theory
    DOI 10.1007/s44439-025-00003-6
    Type Journal Article
    Author Haider D
    Journal Mathematical Foundations of Machine Learning
    Pages 2
    Link Publication
  • 2025
    Title Banach distribution spaces for a Hilbert space
    DOI 10.1109/sampta64769.2025.11133572
    Type Conference Proceeding Abstract
    Author Hauschka N
    Pages 1-5
  • 2025
    Title ISAC: An Invertible and Stable Auditory Filter Bank with Customizable Kernels for ML Integration
    DOI 10.1109/sampta64769.2025.11133523
    Type Conference Proceeding Abstract
    Author Haider D
    Pages 1-5
  • 2025
    Title On the inverse-closedness of operator-valued matrices with polynomial off-diagonal decay
    DOI 10.1109/sampta64769.2025.11133549
    Type Conference Proceeding Abstract
    Author Köhldorfer L
    Pages 1-5
  • 2025
    Title Robust Deconvolution with Parseval Filterbanks
    DOI 10.1109/sampta64769.2025.11133565
    Type Conference Proceeding Abstract
    Author Nenov R
    Pages 1-5
  • 2025
    Title Wiener pairs of Banach algebras of operator-valued matrices
    DOI 10.1016/j.jmaa.2025.129525
    Type Journal Article
    Author Köhldorfer L
    Journal Journal of Mathematical Analysis and Applications
    Pages 129525
    Link Publication
  • 2025
    Title Residual Hybrid Filterbanks
    DOI 10.1109/ssp64130.2025.11073345
    Type Conference Proceeding Abstract
    Author Lostanlen V
    Pages 126-130
  • 2023
    Title Fitting Auditory Filterbanks with Multiresolution Neural Networks
    DOI 10.48550/arxiv.2307.13821
    Type Preprint
    Author Lostanlen V
  • 2023
    Title Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction
    DOI 10.48550/arxiv.2307.09672
    Type Preprint
    Author Haider D
  • 2023
    Title Instabilities in Convnets for Raw Audio
    DOI 10.48550/arxiv.2309.05855
    Type Preprint
    Author Haider D
  • 2023
    Title Fitting Auditory Filterbanks with Multiresolution Neural Networks
    DOI 10.1109/waspaa58266.2023.10248131
    Type Conference Proceeding Abstract
    Author Lostanlen V
    Pages 1-5
  • 2022
    Title Continuous frames in tensor product Hilbert spaces, localization operators and density operators
    DOI 10.1088/1751-8121/ac55eb
    Type Journal Article
    Author Balazs P
    Journal Journal of Physics A: Mathematical and Theoretical
    Pages 145201
    Link Publication
  • 2022
    Title Comparisons between Fourier and STFT multipliers: the smoothing effect of the Short-time Fourier Transform
    DOI 10.48550/arxiv.2203.01142
    Type Preprint
    Author Balazs P
  • 2022
    Title Frame-Related Sequences in Chains and Scales of Hilbert Spaces
    DOI 10.3390/axioms11040180
    Type Journal Article
    Author Balazs P
    Journal Axioms
    Pages 180
    Link Publication
  • 2024
    Title Time-frequency analysis on flat tori and Gabor frames in finite dimensions
    DOI 10.1016/j.acha.2023.101622
    Type Journal Article
    Author Abreu L
    Journal Applied and Computational Harmonic Analysis
    Pages 101622
    Link Publication
  • 2024
    Title Instabilities in Convnets for Raw Audio
    DOI 10.1109/lsp.2024.3386492
    Type Journal Article
    Author Haider D
    Journal IEEE Signal Processing Letters
    Pages 1084-1088
    Link Publication
  • 2024
    Title An unbounded operator theory approach to lower frame and Riesz-Fischer sequences
    DOI 10.1016/j.acha.2024.101685
    Type Journal Article
    Author Balazs P
    Journal Applied and Computational Harmonic Analysis
    Pages 101685
  • 2024
    Title Comparisons between Fourier and STFT multipliers: The smoothing effect of the short-time Fourier transform
    DOI 10.1016/j.jmaa.2023.127579
    Type Journal Article
    Author Balazs P
    Journal Journal of Mathematical Analysis and Applications
    Pages 127579
  • 2024
    Title Representation of operators using fusion frames
    DOI 10.1016/j.acha.2023.101596
    Type Journal Article
    Author Balazs P
    Journal Applied and Computational Harmonic Analysis
    Pages 101596
  • 2024
    Title Quantitative bounds for unconditional pairs of frames
    DOI 10.1016/j.jmaa.2023.127874
    Type Journal Article
    Author Balazs P
    Journal Journal of Mathematical Analysis and Applications
    Pages 127874
  • 2023
    Title Double preconditioning for Gabor frame operators: Algebraic, functional analytic and numerical aspects
    DOI 10.1016/j.acha.2023.04.001
    Type Journal Article
    Author Feichtinger H
    Journal Applied and Computational Harmonic Analysis
    Pages 101-137
  • 2022
    Title Time-frequency analysis on flat tori and Gabor frames in finite dimensions
    DOI 10.48550/arxiv.2209.04191
    Type Preprint
    Author Abreu L

Discovering
what
matters.

Newsletter

FWF-Newsletter Press-Newsletter Calendar-Newsletter Job-Newsletter scilog-Newsletter

Contact

Austrian Science Fund (FWF)
Georg-Coch-Platz 2
(Entrance Wiesingerstraße 4)
1010 Vienna

office(at)fwf.ac.at
+43 1 505 67 40

General information

  • Job Openings
  • Jobs at FWF
  • Press
  • Philanthropy
  • scilog
  • FWF Office
  • Social Media Directory
  • LinkedIn, external URL, opens in a new window
  • , external URL, opens in a new window
  • Facebook, external URL, opens in a new window
  • Instagram, external URL, opens in a new window
  • YouTube, external URL, opens in a new window
  • Cookies
  • Whistleblowing/Complaints Management
  • Accessibility Statement
  • Data Protection
  • Acknowledgements
  • IFG-Form
  • Social Media Directory
  • © Österreichischer Wissenschaftsfonds FWF
© Österreichischer Wissenschaftsfonds FWF