publications

My publications and preprints

2022

  1. 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’22), 2022
    arXiv
  2. Sharp asymptotics on the compression of two-layer neural networks
    Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, and 2 more authors
    Proc. of the IEEE Information Theory Workshop, Mumbai, India. 2022
    arXiv
  3. Towards Differential Relational Privacy and its use in Question Answering
    Simone Bombari, Alessandro Achille, Zijian Wang, and 6 more authors
    arXiv 2022
    arXiv