Research Group Johannes Maly
Johannes Maly
Prof. Dr.
Collaborating PI
Johannes Maly
is Junior Professor at the Working Group Mathematical Data Science and Artificial Intelligence at LMU Munich.
Recent News @MCML
Publications @MCML
2026
[13]
M. Matveev • V. Fojtik • H.-H. Chou • G. Kutyniok • J. Maly
Conflicting Biases at the Edge of Stability: Norm versus Sharpness Regularization.
ICML 2026 - 43rd International Conference on Machine Learning. Seoul, South Korea, Jul 06-11, 2026. To be published. Preprint available. URL
Conflicting Biases at the Edge of Stability: Norm versus Sharpness Regularization.
ICML 2026 - 43rd International Conference on Machine Learning. Seoul, South Korea, Jul 06-11, 2026. To be published. Preprint available. URL
[12]
J. Maly • K. Neuner • S. Vadia
Computing the SVD efficiently with photonic chips.
Preprint (Feb. 2026). arXiv
Computing the SVD efficiently with photonic chips.
Preprint (Feb. 2026). arXiv
[11]
J. Maly • A. Veselovska
Reliable one-bit quantization of bandlimited graph data via single-shot noise shaping.
Preprint (Feb. 2026). arXiv
Reliable one-bit quantization of bandlimited graph data via single-shot noise shaping.
Preprint (Feb. 2026). arXiv
2025
[10]
S. Ullah • S. S. Sahoo • C. Li • C. Li • L. Liu • T. S. Pereira • B. Wen • X. Yin • A. Darjani • N. Kavand • C. Bodla • R. Y. Panduga • A. Holemadlu • J. Maly • J. Förste • S. Vadia • X. S. Hu • A. Kumar
Invited Paper: Circuit and Architecture Design with Emerging Computing Paradigms.
ICCAD 2025 - 44th IEEE/ACM International Conference on Computer-Aided Design. Munich, Germany, Oct 26-30, 2025. DOI
Invited Paper: Circuit and Architecture Design with Emerging Computing Paradigms.
ICCAD 2025 - 44th IEEE/ACM International Conference on Computer-Aided Design. Munich, Germany, Oct 26-30, 2025. DOI
[9]
S. Dirksen • W. Li • J. Maly
Subspace and DOA Estimation Under Coarse Quantization.
IEEE Transactions on Information Theory 71.10. Oct. 2025. DOI
Subspace and DOA Estimation Under Coarse Quantization.
IEEE Transactions on Information Theory 71.10. Oct. 2025. DOI
[8]
S. Dirksen • W. Li • J. Maly
Subspace estimation under coarse quantization.
SampTA 2025 - 15th International Conference on Sampling Theory and Applications. Vienna, Austria, Jul 28-Aug 01, 2025. DOI
Subspace estimation under coarse quantization.
SampTA 2025 - 15th International Conference on Sampling Theory and Applications. Vienna, Austria, Jul 28-Aug 01, 2025. DOI
[7]
H.-H. Chou • J. Maly • C. M. Verdun • B. Freitas Paulo da Costa • H. Mirandola
Get rid of your constraints and reparametrize: A study in NNLS and implicit bias.
AISTATS 2025 - 28th International Conference on Artificial Intelligence and Statistics. Mai Khao, Thailand, May 03-05, 2025. URL
Get rid of your constraints and reparametrize: A study in NNLS and implicit bias.
AISTATS 2025 - 28th International Conference on Artificial Intelligence and Statistics. Mai Khao, Thailand, May 03-05, 2025. URL
2024
[6]
T. Yang • J. Maly • S. Dirksen • G. Caire
Plug-In Channel Estimation With Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems.
IEEE Transactions on Communications 72.1. Jan. 2024. DOI
Plug-In Channel Estimation With Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems.
IEEE Transactions on Communications 72.1. Jan. 2024. DOI
[5]
S. Dirksen • J. Maly
Tuning-free one-bit covariance estimation using data-driven dithering.
Preprint (Jan. 2024). arXiv
Tuning-free one-bit covariance estimation using data-driven dithering.
Preprint (Jan. 2024). arXiv
2023
[4]
C. Kümmerle • J. Maly
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares.
NeurIPS 2023 - 37th Conference on Neural Information Processing Systems. New Orleans, LA, USA, Dec 10-16, 2023. DOI
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares.
NeurIPS 2023 - 37th Conference on Neural Information Processing Systems. New Orleans, LA, USA, Dec 10-16, 2023. DOI
[3]
J. Maly
Robust sensing of low-rank matrices with non-orthogonal sparse decomposition.
Applied and Computational Harmonic Analysis 67. Nov. 2023. 2024 ACHA Charles Chui Young Researcher Best Paper Award. DOI
Robust sensing of low-rank matrices with non-orthogonal sparse decomposition.
Applied and Computational Harmonic Analysis 67. Nov. 2023. 2024 ACHA Charles Chui Young Researcher Best Paper Award. DOI
[2]
H.-H. Chou • J. Maly • D. Stöger
How to induce regularization in linear models: A guide to reparametrizing gradient flow.
Preprint (Aug. 2023). arXiv
How to induce regularization in linear models: A guide to reparametrizing gradient flow.
Preprint (Aug. 2023). arXiv
[1]
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2024-12-27 - Last modified: 2026-07-21