Unified Probabilistic Neural Architecture and Weight Ensembling Improves Model Robustness

Sumegha Premchandar, Sandeep Madireddy, Sanket Jantre +1

Robust machine learning models with accurately calibrated uncertainties are crucial for safety-critical applications. Probabilistic machine learning and especially the Bayesian for…