Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head Alan Q. Wang Cornell University Minh Nguyen Cornell University Mert R. Sabuncu Cornell University

Feb-7-2026, 21:55:20 GMT–Neural Information Processing Systems 

Machine learning models will often fail when deployed in an environment with a data distribution that is different than the training distribution.