Typical and atypical solutions in non-convex neural networks with discrete and continuous weights

26 April 2023

Papers citing "Typical and atypical solutions in non-convex neural networks with discrete and continuous weights"

4 / 4 papers shown

Title
High-dimensional manifold of solutions in neural networks: insights from statistical physics Enrico M. Malatesta 48 4 0 20 Feb 2025
Exact full-RSB SAT/UNSAT transition in infinitely wide two-layer neural networks B. Annesi Enrico M. Malatesta Francesco Zamponi 40 2 0 09 Oct 2024
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry Fabrizio Pittorino Antonio Ferraro Gabriele Perugini Christoph Feinauer Carlo Baldassi R. Zecchina 204 24 0 07 Feb 2022
Proof of the Contiguity Conjecture and Lognormal Limit for the Symmetric Perceptron Emmanuel Abbe Shuangping Li Allan Sly 41 40 0 25 Feb 2021