Heinrich Jiang

Identifying and Correcting Label Bias in Machine Learning

2019 · International Conference on Artificial Intelligence and Statistics

The present disclosure is directed to systems and methods for identifying and correcting label bias in machine learning via intelligent re-weighting of training examples. In particular, aspects of the present disclosure leverage a problem formulation …