Search Results for author: José Miguel Hernández Lobato

Found 1 papers, 0 papers with code

Estimating optimal PAC-Bayes bounds with Hamiltonian Monte Carlo

no code implementations30 Oct 2023 Szilvia Ujváry, Gergely Flamich, Vincent Fortuin, José Miguel Hernández Lobato

An important yet underexplored question in the PAC-Bayes literature is how much tightness we lose by restricting the posterior family to factorized Gaussian distributions when optimizing a PAC-Bayes bound.

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