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

Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization. - Simone Bombari; Mohammad Hossein Amani; Marco Mondelli (NeurIPS, 2022)

Symbolic Autoencoding for Self-Supervised Sequence Learning. - Mohammad Hossein Amani; Nicolas Mario Baldwin; Amin Mansouri; Martin Josifoski; Maxime Peyrard; Robert West 001 (CoRR, 2024)

RL for Reasoning by Adaptively Revealing Rationales. - Mohammad Hossein Amani; Aryo Lotfi; Nicolas Mario Baldwin; Samy Bengio; Mehrdad Farajtabar; Emmanuel Abbe; Robert West 001 (CoRR, 2025)