Rethinking Likelihood distributions: Student's t Likelihood Boosts Bayesian Neural Network Performance

Pei-Hsuan Hsia, Lars H. Heyen, Arvid Weyrauch +4

In Bayesian neural networks (BNNs), variational inference is a widely adopted framework for modeling uncertainty in a distributional way, with the evidence lower bound (ELBO) servi…