Localized, Fusion and Tensors of Frames
Localized, Fusion and Tensors of Frames
Disciplines
Mathematics (100%)
Keywords
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Localized Frames,
Tensors of Frames,
Fusion Frames,
Operator Representation
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.
- Karlheinz Gröchenig, Universität Wien , associated research partner
- Michael Speckbacher, Österreichische Akademie der Wissenschaften , national collaboration partner
- 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
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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