Provable Domain Generalization via Invariant-Feature Subspace Recovery

Haoxiang Wang, Haozhe Si, Bo Li, Han Zhao

Abstract: Domain generalization asks for models trained over a set of training environments to perform well in unseen test environments. Recently, a series of algorithms such as Invariant Risk Minimization (...