Posterior and variational inference for deep neural networks with heavy-tailed weights

Ismaël Castillo, Paul Egels

We consider deep neural networks in a Bayesian framework with a prior distribution sampling the network weights at random. Following a recent idea of Agapiou and Castillo (2023), w…