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Riccardo Zecchina

Polytechnic University of Turin
International Centre for Theoretical Physics
Collegio Carlo Alberto

245

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12577

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Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry.

2022 CoRR
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Deep learning via message passing algorithms based on belief propagation

2021 arXiv: Learning
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Learning through atypical ''phase transitions'' in overparameterized neural networks

2021 arXiv: Learning
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Unveiling the structure of wide flat minima in neural networks.

2021 arXiv: Disordered Systems and Neural Networks
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Native state of natural proteins optimises local entropy

2021 arXiv: Biomolecules
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Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures

2020 Journal of Statistical Mechanics: Theory and Experiment
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Clustering of solutions in the symmetric binary perceptron

2020 Journal of Statistical Mechanics: Theory and Experiment
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Entropic gradient descent algorithms and wide flat minima.

2020 arXiv: Learning
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Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures.

2020 arXiv: Learning
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Clustering of solutions in the symmetric binary perceptron

2020 Journal of Statistical Mechanics: Theory and Experiment
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Citations (7)