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Carlo Lucibello

Losing dimensions: Geometric memorization in generative diffusion

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Oct 11, 2024
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Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion

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Oct 08, 2024
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Random Features Hopfield Networks generalize retrieval to previously unseen examples

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Jul 08, 2024
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The star-shaped space of solutions of the spherical negative perceptron

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May 18, 2023
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The Hidden-Manifold Hopfield Model and a learning phase transition

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Mar 29, 2023
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Noise-cleaning the precision matrix of fMRI time series

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Feb 06, 2023
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Deep learning via message passing algorithms based on belief propagation

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Oct 27, 2021
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Reconstruction of Pairwise Interactions using Energy-Based Models

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Dec 11, 2020
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Entropic gradient descent algorithms and wide flat minima

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Jun 14, 2020
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Clustering of solutions in the symmetric binary perceptron

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Nov 18, 2019
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