Max Planck Institute for Intelligent Systems, Tübingen; Max Planck Institute for Intelligent Systems, Tübingen; University of Cambridge; University of Pennsylvania; Max Planck Institute for Intelligent Systems, Tübingen; University of Edinburgh
Cian Eastwood, Alexander Robey, Shashank Singh, Julius von Kügelgen, Hamed Hassani, George J. Pappas, Bernhard Schölkopf
domain generalization;out-of-distribution generalization;invariant prediction;causality;robust optimization;risk-aware optimization
Probable Domain Generalization via Quantile Risk Minimization