Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers

Clémençon Stephan, Patrice Bertail, Guillaume Papa

The generalization ability of minimizers of the empirical risk in the context of binary classification has been investigated under a wide variety of complexity assumptions for the…