2021
Information and Regularization in Restricted Boltzmann Machines
ICASSP 2021accepted
Recent works suggests an interesting interplay between the information flow between inputs features and hidden representations of a learning and the ability of the algorithm to generalize from trained samples to unobserved data. For instance, some of regularization techniques used to control general…