Check Google Scholar for the most updated list. * denotes co-first authorship.
2022
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What can be learnt with wide convolutional neural networks?
Francesco Cagnetta*, Alessandro Favero*, and Matthieu Wyart
arXiv preprint arXiv:2208.01003 2022
2021
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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
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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
Relative stability toward diffeomorphisms indicates performance in deep netsAdvances in Neural Information Processing Systems 2021Journal of Statistical Mechanics, Theory and Experiment 2022