Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability

Haoyi Xiong, Xuhong Li, Boyang Yu +3

Random label noises (or observational noises) widely exist in practical machine learning settings. While previous studies primarily focus on the affects of label noises to the perf…