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Alberto Fachechi

Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines

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Jun 14, 2024
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Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting

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Aug 01, 2023
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Pavlov Learning Machines

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Jul 02, 2022
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Interpolating between boolean and extremely high noisy patterns through Minimal Dense Associative Memories

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Dec 02, 2019
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Neural networks with redundant representation: detecting the undetectable

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Nov 28, 2019
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Dreaming neural networks: rigorous results

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Dec 21, 2018
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Dreaming neural networks: forgetting spurious memories and reinforcing pure ones

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Oct 29, 2018
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A relativistic extension of Hopfield neural networks via the mechanical analogy

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Jan 05, 2018
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