Elucidating Robust Learning with Uncertainty-Aware Corruption Pattern Estimation

Jeongeun Park, Seungyoun Shin, Sangheum Hwang +1

Robust learning methods aim to learn a clean target distribution from noisy and corrupted training data where a specific corruption pattern is often assumed a priori. Our proposed…