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Welcome to my page!

I am an assistant professor working on mathematics of data science and machine learning. My former research has been focused on compressed sensing and the influence of quantization on signal reconstruction. I am currently interested in

  • covariance estimation
  • approximation properties of neural networks
  • the implicit bias of gradient descent in network training
  • recovery of multi-structured signals.
Moreover, I theoretically investigate the influence of coarse quantization in all of these areas.

I am a relAI Fellow and an MCML Associate.


Contact

Current address: Bavarian AI Chair for Mathematical Foundations of Artificial Intelligence, LMU Munich, Akademiestr. 7, D-80799 München

E-mail: maly(at)math(dot)lmu(dot)de


Short CV


Teaching

LMU

Catholic University of Eichstaett/Ingolstadt

RWTH Aachen University

Technical University of Munich


Publications

Preprints

Journal publications

2024

2023

2022

2021

2020

2019

Conference publications

2025

2023

2021

2020

2019

2017

Book chapters

Theses


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