publications

publications in reversed chronological order. generated by jekyll-scholar.

2024

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

2022

  1. Sharp asymptotics on the compression of two-layer neural networks
    Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, and Stefano Rini
    Proc. of the IEEE Information Theory Workshop (ITW), 2022
  2. Memorization and optimization in deep neural networks with minimum over-parameterization
    Simone Bombari, Mohammad Hossein Amani, and Marco Mondelli
    Proc. of the Conference on Neural Information Processing Systems (NeurIPS), 2022