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Kevin Kögler
Kevin Kögler
PhD Student, IST Austria
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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
292022
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
32021
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
22023
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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