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

Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods. - Alexander Shevchenko; Kevin Kögler; Hamed Hassani; Marco Mondelli (CoRR, 2022)

Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods. - Aleksandr Shevchenko; Kevin Kögler; Hamed Hassani; Marco Mondelli (ICML, 2023)

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

Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth. - Kevin Kögler; Alexander Shevchenko; Hamed Hassani; Marco Mondelli (CoRR, 2024)