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Picture for Enrico M. Malatesta

Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures

Oct 27, 2020
Carlo Baldassi, Enrico M. Malatesta, Matteo Negri, Riccardo Zecchina

* 18 pages, 4 figures. arXiv admin note: text overlap with arXiv:2006.07897 

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Entropic gradient descent algorithms and wide flat minima

Jun 14, 2020
Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Enrico M. Malatesta, Gabriele Perugini, Carlo Baldassi, Matteo Negri, Elizaveta Demyanenko, Riccardo Zecchina

* 24 pages (main text: 8 pages) 

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On the geometry of solutions and on the capacity of multi-layer neural networks with ReLU activations

Jul 17, 2019
Carlo Baldassi, Enrico M. Malatesta, Riccardo Zecchina

* 11 pages, 3 figures 

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