publications

Check Google Scholar for the most updated list. * denotes co-first authorship.

2022

  1. What can be learnt with wide convolutional neural networks?
    Francesco Cagnetta*, Alessandro Favero*, and Matthieu Wyart
    arXiv preprint arXiv:2208.01003 2022

2021

  1. Locality defeats the curse of dimensionality in convolutional teacher-student scenarios
    Alessandro Favero*, Francesco Cagnetta*, and Matthieu Wyart
    Advances in Neural Information Processing Systems 2021
    Journal of Statistical Mechanics, Theory and Experiment 2022
  2. Relative stability toward diffeomorphisms indicates performance in deep nets
    Leonardo Petrini, Alessandro Favero, Mario Geiger, and 1 more author
    Advances in Neural Information Processing Systems 2021
    Journal of Statistical Mechanics, Theory and Experiment 2022