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Luis A. Ortega

PAC-Bayes-Chernoff bounds for unbounded losses

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Jan 05, 2024
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If there is no underfitting, there is no Cold Posterior Effect

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Oct 02, 2023
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Understanding Generalization in the Interpolation Regime using the Rate Function

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Jun 19, 2023
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Variational Linearized Laplace Approximation for Bayesian Deep Learning

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Feb 24, 2023
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Correcting Model Bias with Sparse Implicit Processes

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Aug 08, 2022
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Deep Variational Implicit Processes

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Jun 14, 2022
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Diversity and Generalization in Neural Network Ensembles

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Oct 26, 2021
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