Fulton Wang

Extreme Dimension Reduction for Handling Covariate Shift

2017 · arXiv (Cornell University)

In the covariate shift learning scenario, the training and test covariate distributions differ, so that a predictor's average loss over the training and test distributions also differ. In this work, we explore the potential of …