Concepedia

Matus Telgarsky

MT

Statistics

Publications

28

Citations

2.1K

H-Index

18

Active since

2010

Affiliations

University of Illinois Urbana-Champaign(Current)

University of California San Diego

Microsoft (United States)

University of Michigan

Ann Arbor Center for Independent Living

Matus Telgarsky is an author at University of Illinois Urbana-Champaign specializing in computing, computer science, and machine learning.

Publications per year

2010–2023

28

Publications

28

Tensor decompositions for learning latent variable models

Animashree Anandkumar, Rong Ge, Daniel Hsu et al. · CaltechAUTHORS (California Institute of Technology) · 2014 · 818 citations

Computing, Computer Science, Machine Learning +16

Spectrally-normalized margin bounds for neural networks

Peter L. Bartlett, Dylan J. Foster, Matus Telgarsky · arXiv (Cornell University) · 2017 · 174 citations · Full text

Computing, Computer Science, Mathematics +17

Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis

Maxim Raginsky, Alexander Rakhlin, Matus Telgarsky · arXiv (Cornell University) · 2017 · 152 citations · Full text

Engineering, Mathematics, Machine Learning +16

Representation Benefits of Deep Feedforward Networks

Matus Telgarsky · arXiv (Cornell University) · 2015 · 142 citations · Full text

Computing, Computer Science, Mathematics +16

Benefits of depth in neural networks

Matus Telgarsky · arXiv (Cornell University) · 2016 · 99 citations · Full text

Computing, Computer Science, Circuit Theory +12

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