Publications

Symbolic autoencoding for self-supervised sequence learning
Mohammad Hossein Amani , Nicolas Mario Baldwin , Amin Mansouri , Martin Josifoski , Maxime Peyrard , Robert West , 2024.

ArXiv | Code | Poster | ICML'24 Workshop


Sharp asymptotics on the compression of two-layer neural networks
Mohammad Hossein Amani , Simone Bombari , Rattana Pukdee , Stefano Rini , Marco Mondelli , 2022.

ArXiv | ITW'22


Memorization and optimization in deep neural networks with minimum over-parameterization
Simone Bombari , Mohammad Hossein Amani , Marco Mondelli , 2022.

ArXiv | Neurips'22