Johannes Maly

Orcid: 0000-0001-7134-2495

According to our database1, Johannes Maly authored at least 17 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Tuning-Free One-Bit Covariance Estimation Using Data-Driven Dithering.
IEEE Trans. Inf. Theory, July, 2024

Plug-In Channel Estimation With Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems.
IEEE Trans. Commun., January, 2024

2023
How to induce regularization in generalized linear models: A guide to reparametrizing gradient flow.
CoRR, 2023

Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Structural Sparsity in Multiple Measurements.
IEEE Trans. Signal Process., 2022

Quantitative Approximation Results for Complex-Valued Neural Networks.
SIAM J. Math. Data Sci., 2022

A simple approach for quantizing neural networks.
CoRR, 2022

Non-negative Least Squares via Overparametrization.
CoRR, 2022

2021
Quantized Compressed Sensing by Rectified Linear Units.
IEEE Trans. Inf. Theory, 2021

On Recovery Guarantees for One-Bit Compressed Sensing on Manifolds.
Discret. Comput. Geom., 2021

More is Less: Inducing Sparsity via Overparameterization.
CoRR, 2021

Covariance estimation under one-bit quantization.
CoRR, 2021

Robust Sensing of Low-Rank Matrices with Non-Orthogonal Sparse Decomposition.
CoRR, 2021

Robust recovery of low-rank matrices with non-orthogonal sparse decomposition from incomplete measurements.
Appl. Math. Comput., 2021

2020
Gradient Descent for Deep Matrix Factorization: Dynamics and Implicit Bias towards Low Rank.
CoRR, 2020

2019
Linear convergence and support recovery for non-convex multi-penalty regularization.
CoRR, 2019

2018
Analysis of Hard-Thresholding for Distributed Compressed Sensing with One-Bit Measurements.
CoRR, 2018


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