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Cited by
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Since 2019
Citations
36
36
h-index
2
2
i10-index
1
1
0
14
7
2020
2021
2022
2023
2024
1
1
10
13
11
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Co-authors
Marco Mondelli
Assistant Professor, IST Austria
Verified email at ist.ac.at
Ramji Venkataramanan
University of Cambridge
Verified email at cam.ac.uk
Alexander Shevchenko
PhD Student, IST Austria
Verified email at ist.ac.at
Hamed Hassani
University of Pennsylvania (EE, CS, Stat)
Verified email at seas.upenn.edu
Phan Thành Nam
LMU Munich
Verified email at math.lmu.de
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Kevin Kögler
PhD Student,
IST Austria
Verified email at ist.ac.at
Machine Learning
High Dimensional Probability
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Year
Estimation in rotationally invariant generalized linear models via approximate message passing
R Venkataramanan, K Kögler, M Mondelli
International Conference on Machine Learning, 22120-22144
, 2022
31
2022
The Lieb–Thirring inequality for interacting systems in strong-coupling limit
K Kögler, PT Nam
Archive for Rational Mechanics and Analysis 240, 1169-1202
, 2021
3
2021
Fundamental limits of two-layer autoencoders, and achieving them with gradient methods
A Shevchenko, K Kögler, H Hassani, M Mondelli
International Conference on Machine Learning, 31151-31209
, 2023
2
2023
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth
K Kögler, A Shevchenko, H Hassani, M Mondelli
arXiv preprint arXiv:2402.05013
, 2024
2024
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