An Adversarial View of Covariate Shift and a Minimax Approach

Building Robust Classifiers, Minimax Problem Formulation, Finding the Minimax Optimal Features, A Convex Dual for the Minimax Problem, An Alternate Setting: Uniform Feature Deletion, Related Frameworks, Experiments, Discussion and Conclusions