A Robust Classifier Under Missing-Not-At-Random Sample Selection Bias

Huy Mai, Wen Huang, Wei Du +1

The shift between the training and testing distributions is commonly due to sample selection bias, a type of bias caused by non-random sampling of examples to be included in the tr…