Robust Predictive Uncertainty and Double Descent in Contaminated Bayesian Random Features

Michele Caprio, Katerina Papagiannouli, Siu Lun Chau +1

We propose a robust Bayesian formulation of random feature (RF) regression that accounts explicitly for prior and likelihood misspecification via Huber-style contamination sets. St…