Péter Balázs

Austrian Academy of Sciences — Austria

Mathematics · Physical Sciences

28h-index2.4kcitations256works0.62yr avg
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Research Topics

Mathematical Analysis and Transform Methods(79), Image and Signal Denoising Methods(68), Speech and Audio Processing(40), Digital Filter Design and Implementation(35), Seismic Imaging and Inversion Techniques(20)

Publications256 total

Injectivity of ReLU Layers: Tools from Frame Theory
Mathematical Foundations of Machine Learning·2025Open Access
Frame Multipliers and Compressive Sensing
IEEE Transactions on Information Theory·2025Open Access
Robust Deconvolution with Parseval Filterbanks
2025
On the inverse-closedness of operator-valued matrices with polynomial off-diagonal decay
2025
Aliasing in Convnets: A Frame-Theoretic Perspective
arXiv (Cornell University)·2025Open Access
Residual Hybrid Filterbanks
2025
Localized frames without inequalities
arXiv (Cornell University)·2025Open Access
Kernel theorems for operators on co-orbit spaces associated with localised frames
Journal of Mathematical Analysis and Applications·2025Open Access
Localization of operator-valued frames
arXiv (Cornell University)·2025Open Access
Wiener pairs of Banach algebras of operator-valued matrices
Journal of Mathematical Analysis and Applications·2025· 3 citedOpen Access
Robust Multicomponent Tracking of Ultrasonic Vocalizations
2025
Localised frames for tensor product spaces
arXiv (Cornell University)·2025Open Access
Details on the distribution co-orbit space $\mathcal{H}^{\infty}_w$
arXiv (Cornell University)·2025Open Access
On the inverse-closedness of operator-valued matrices with polynomial off-diagonal decay
arXiv (Cornell University)·2025Open Access
Háziorvosi ellátás : más látószögek is léteznek
Lege Artis Medicinae·2025Open Access
Localization of Operator-Valued Frames
SSRN Electronic Journal·2025· 1 citedOpen Access
Construction of generalized samplets in Banach spaces
arXiv (Cornell University)·2024Open Access
A Versatile 100 Hz Laser System with Few-Cycle and TeraWatt Pulses for Applications
Applied Sciences·2024· 3 citedOpen Access
Trainable signal encoders that are robust against noise
NOISE-CON proceedings·2024· 2 cited
(Almost) Smooth Sailing: Towards Numerical Stability of Neural Networks Through Differentiable Regularization of the Condition Number
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Diana T. Stoeva(9), Nicki Holighaus(6), Jean-Pierre Antoine(5), Thibaud Necciari(5), Peter Søndergaard(4), Sarah M. Zala(4), Dustin J. Penn(4), Monika Dörfler(3), Piotr Majdak(3), Bernhard Laback(3), Zdeněk Průša(3), Anton Noll(3), W. Kreuzer(3), Florent Jaillet(2), Bruno Torrésani(2), Anna Grybos(2), Asghar Rahimi(2), Doris Reitschmidt(2), Olivier Derrien(2), Doris Nicolakis(2)