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
  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
  3. Towards Differential Relational Privacy and its use in Question Answering
    Simone Bombari, Alessandro Achille, Zijian Wang, and 6 more authors
    arXiv 2022