Gabriele Perugini

Learning through atypical phase transitions in overparameterized neural networks

Carlo Baldassi, Clarissa Lauditi, Enrico M. Malatesta et al. · Physical review. E · 2022 · 28 citations · Full text

Computing, Computer Science, Physics +17

Entropic gradient descent algorithms and wide flat minima

Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer et al. · Virtual Community of Pathological Anatomy (University of Castilla La Mancha) · 2021 · 24 citations

Computing, Computer Science, Algorithms +16

Typical and atypical solutions in nonconvex neural networks with discrete and continuous weights

Carlo Baldassi, Enrico M. Malatesta, Gabriele Perugini et al. · Physical review. E · 2023 · 18 citations

Computing, Computer Science, Mathematics +11

Star-Shaped Space of Solutions of the Spherical Negative Perceptron

Brandon Livio Annesi, Clarissa Lauditi, Carlo Lucibello et al. · Physical Review Letters · 2023 · 18 citations

Computing, Computer Science, Mathematics +15

Deep learning via message passing algorithms based on belief propagation

Carlo Lucibello, Fabrizio Pittorino, Gabriele Perugini et al. · Machine Learning Science and Technology · 2022 · 13 citations · Full text

Computing, Computer Science, Machine Learning +16