Estimating optimal PAC-Bayes bounds with Hamiltonian Monte Carlo
1st Mathematics of Modern Machine Learning Workshop, NeurIPS, 2023
We improve empirical PAC-Bayes bounds by estimating their optimal value using HMC samples from the Gibbs (generalized) posterior.
Download here