Kögler, Kevin

3 publications

ICML 2024 Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth Kevin Kögler, Aleksandr Shevchenko, Hamed Hassani, Marco Mondelli

ICML 2023 Fundamental Limits of Two-Layer Autoencoders, and Achieving Them with Gradient Methods Aleksandr Shevchenko, Kevin Kögler, Hamed Hassani, Marco Mondelli

ICML 2022 Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing Ramji Venkataramanan, Kevin Kögler, Marco Mondelli