Mitigating Sampling Bias and Improving Robustness in Active Learning

Ranganath Krishnan, Alok Sinha, Nilesh Ahuja +3

This paper presents simple and efficient methods to mitigate sampling bias in active learning while achieving state-of-the-art accuracy and model robustness. We introduce supervise…