Johannes Maly

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Structured Data

Generalized Linear Models

Reweighted Least Squares

Top Venues

IEEE Trans. Inf. Theory

Discret. Comput. Geom.

SIAM J. Math. Data Sci.

Publications

Tianyu Yang, Johannes Maly, Sjoerd Dirksen, Giuseppe Caire
Plug-In Channel Estimation With Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems. IEEE Trans. Commun. 72 (1) (2024)
Sjoerd Dirksen, Johannes Maly
Tuning-Free One-Bit Covariance Estimation Using Data-Driven Dithering. IEEE Trans. Inf. Theory 70 (7) (2024)
Hung-Hsu Chou, Johannes Maly, Dominik Stöger
How to induce regularization in generalized linear models: A guide to reparametrizing gradient flow. CoRR (2023)
Christian Kümmerle, Johannes Maly
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares. CoRR (2023)
Tianyu Yang, Johannes Maly, Sjoerd Dirksen, Giuseppe Caire
Plug-in Channel Estimation with Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems. CoRR (2023)
Sjoerd Dirksen, Johannes Maly
Tuning-free one-bit covariance estimation using data-driven dithering. CoRR (2023)
Christian Kümmerle, Johannes Maly
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares. NeurIPS (2023)
Florian Boßmann, Sara Krause-Solberg, Johannes Maly, Nada Sissouno
Structural Sparsity in Multiple Measurements. IEEE Trans. Signal Process. 70 (2022)
Andrei Caragea, Dae Gwan Lee, Johannes Maly, Götz E. Pfander, Felix Voigtländer
Quantitative Approximation Results for Complex-Valued Neural Networks. SIAM J. Math. Data Sci. 4 (2) (2022)
Hung-Hsu Chou, Johannes Maly, Claudio Mayrink Verdun
Non-negative Least Squares via Overparametrization. CoRR (2022)
Johannes Maly, Rayan Saab
A simple approach for quantizing neural networks. CoRR (2022)
Johannes Maly
Robust Sensing of Low-Rank Matrices with Non-Orthogonal Sparse Decomposition. CoRR (2021)
Florian Boßmann, Sara Krause-Solberg, Johannes Maly, Nada Sissouno
Structural Sparsity in Multiple Measurements. CoRR (2021)
Hung-Hsu Chou, Johannes Maly, Holger Rauhut
More is Less: Inducing Sparsity via Overparameterization. CoRR (2021)
Hans Christian Jung, Johannes Maly, Lars Palzer, Alexander Stollenwerk
Quantized Compressed Sensing by Rectified Linear Units. IEEE Trans. Inf. Theory 67 (6) (2021)
Sjoerd Dirksen, Johannes Maly, Holger Rauhut
Covariance estimation under one-bit quantization. CoRR (2021)
Mark A. Iwen, Felix Krahmer, Sara Krause-Solberg, Johannes Maly
On Recovery Guarantees for One-Bit Compressed Sensing on Manifolds. Discret. Comput. Geom. 65 (4) (2021)
Andrei Caragea, Dae Gwan Lee, Johannes Maly, Götz E. Pfander, Felix Voigtländer
Quantitative approximation results for complex-valued neural networks. CoRR (2021)
Massimo Fornasier, Johannes Maly, Valeriya Naumova
Robust recovery of low-rank matrices with non-orthogonal sparse decomposition from incomplete measurements. Appl. Math. Comput. 392 (2021)
Hung-Hsu Chou, Carsten Gieshoff, Johannes Maly, Holger Rauhut
Gradient Descent for Deep Matrix Factorization: Dynamics and Implicit Bias towards Low Rank. CoRR (2020)
Hans Christian Jung, Johannes Maly, Lars Palzer, Alexander Stollenwerk
Quantized Compressed Sensing by Rectified Linear Units. CoRR (2019)
Zeljko Kereta, Johannes Maly, Valeriya Naumova
Linear convergence and support recovery for non-convex multi-penalty regularization. CoRR (2019)
Mark A. Iwen, Felix Krahmer, Sara Krause-Solberg, Johannes Maly
On Recovery Guarantees for One-Bit Compressed Sensing on Manifolds. CoRR (2018)
Johannes Maly, Lars Palzer
Analysis of Hard-Thresholding for Distributed Compressed Sensing with One-Bit Measurements. CoRR (2018)