most citedDoes Invariant Risk Minimization Capture Invariance?

23 citations · 23 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ML2021★ 23 cited

Does Invariant Risk Minimization Capture Invariance?

Pritish Kamath, Akilesh Tangella, Danica J. Sutherland +1

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" for…