no code implementations • 4 Jan 2021 • Pritish Kamath, Akilesh Tangella, Danica J. Sutherland, Nathan Srebro
We show that the Invariant Risk Minimization (IRM) formulation of Arjovsky et al. (2019) can fail to capture "natural" invariances, at least when used in its practical "linear" form, and even on very simple problems which directly follow the motivating examples for IRM.
