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Francesco D'Angelo

Why Do We Need Weight Decay in Modern Deep Learning?

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Oct 06, 2023
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Uncertainty estimation under model misspecification in neural network regression

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Nov 23, 2021
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Uncertainty-based out-of-distribution detection requires suitable function space priors

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Oct 12, 2021
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Are Bayesian neural networks intrinsically good at out-of-distribution detection?

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Jul 26, 2021
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Repulsive Deep Ensembles are Bayesian

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Jun 22, 2021
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On Stein Variational Neural Network Ensembles

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Jun 22, 2021
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Posterior Meta-Replay for Continual Learning

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Mar 01, 2021
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Annealed Stein Variational Gradient Descent

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Feb 08, 2021
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Learning the Ising Model with Generative Neural Networks

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Jan 15, 2020
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