Unveiling the Structure of Wide Flat Minima in Neural Networks von Baldassi, Carlo, Lauditi, Clarissa, Malatesta, Enrico M, Perugini, Gabriele, Zecchina, Riccardo

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Star-Shaped Space of Solutions of the Spherical Negative Perceptron von Annesi, Brandon Livio, Lauditi, Clarissa, Lucibello, Carlo, Malatesta, Enrico M, Perugini, Gabriele, Pittorino, Fabrizio, Saglietti, Luca

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Deep learning via message passing algorithms based on belief propagation von Lucibello, Carlo, Pittorino, Fabrizio, Perugini, Gabriele, Zecchina, Riccardo

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Entropic gradient descent algorithms and wide flat minima von Pittorino, Fabrizio, Lucibello, Carlo, Feinauer, Christoph, Perugini, Gabriele, Baldassi, Carlo, Demyanenko, Elizaveta, Zecchina, Riccardo

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Deep networks on toroids: removing symmetries reveals the structure of flat regions in the landscape geometry von Pittorino, Fabrizio, Ferraro, Antonio, Perugini, Gabriele, Feinauer, Christoph, Baldassi, Carlo, Zecchina, Riccardo

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Learning through atypical phase transitions in overparameterized neural networks von Baldassi, Carlo, Lauditi, Clarissa, Malatesta, Enrico M., Pacelli, Rosalba, Perugini, Gabriele, Zecchina, Riccardo

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Typical and atypical solutions in nonconvex neural networks with discrete and continuous weights von Baldassi, Carlo, Malatesta, Enrico M., Perugini, Gabriele, Zecchina, Riccardo

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Deep networks on toroids: removing symmetries reveals the structure of flat regions in the landscape geometry This article is an updated version of: Pittorino F, Ferraro A, Perugin... von Pittorino, Fabrizio, Ferraro, Antonio, Perugini, Gabriele, Feinauer, Christoph, Baldassi, Carlo, Zecchina, Riccardo

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Entropic gradient descent algorithms and wide flat minima This article is an updated version of: Pittorino F, Lucibello C, Feinauer C, Perugini G, Baldassi C, Demyanenko E and Zecc... von Pittorino, Fabrizio, Lucibello, Carlo, Feinauer, Christoph, Perugini, Gabriele, Baldassi, Carlo, Demyanenko, Elizaveta, Zecchina, Riccardo

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Typical and atypical solutions in non-convex neural networks with discrete and continuous weights von Baldassi, Carlo, Malatesta, Enrico M, Perugini, Gabriele, Zecchina, Riccardo

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Storage and Learning phase transitions in the Random-Features Hopfield Model von Negri, Matteo, Lauditi, Clarissa, Perugini, Gabriele, Lucibello, Carlo, Malatesta, Enrico

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Random Features Hopfield Networks generalize retrieval to previously unseen examples von Kalaj, Silvio, Lauditi, Clarissa, Perugini, Gabriele, Lucibello, Carlo, Malatesta, Enrico M, Negri, Matteo

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Deep learning via message passing algorithms based on belief propagation von Lucibello, Carlo, Pittorino, Fabrizio, Perugini, Gabriele, Zecchina, Riccardo

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The star-shaped space of solutions of the spherical negative perceptron von Annesi, Brandon Livio, Lauditi, Clarissa, Lucibello, Carlo, Malatesta, Enrico M, Perugini, Gabriele, Pittorino, Fabrizio, Saglietti, Luca

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An improved Belief Propagation algorithm finds many Bethe states in the random field Ising model on random graphs von Perugini, Gabriele, Ricci-Tersenghi, Federico

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Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry von Pittorino, Fabrizio, Ferraro, Antonio, Perugini, Gabriele, Feinauer, Christoph, Baldassi, Carlo, Zecchina, Riccardo

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Learning through atypical "phase transitions" in overparameterized neural networks von Baldassi, Carlo, Lauditi, Clarissa, Malatesta, Enrico M, Pacelli, Rosalba, Perugini, Gabriele, Zecchina, Riccardo

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Unveiling the structure of wide flat minima in neural networks von Baldassi, Carlo, Lauditi, Clarissa, Malatesta, Enrico M, Perugini, Gabriele, Zecchina, Riccardo

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Entropic gradient descent algorithms and wide flat minima von Pittorino, Fabrizio, Lucibello, Carlo, Feinauer, Christoph, Perugini, Gabriele, Baldassi, Carlo, Demyanenko, Elizaveta, Zecchina, Riccardo

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Typical and atypical solutions in non-convex neural networks with discrete and continuous weights von Baldassi, Carlo, Malatesta, Enrico M, Perugini, Gabriele, Zecchina, Riccardo

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