Invariant Models for Causal Transfer Learning

Mateo Rojas-Carulla, Bernhard Schölkopf, Richard Turner +1

Methods of transfer learning try to combine knowledge from several related tasks (or domains) to improve performance on a test task. Inspired by causal methodology, we relax the us…