Probable Domain Generalization via Quantile Risk Minimization. - Cian Eastwood; Alexander Robey; Shashank Singh 011; Julius von Kügelgen; Hamed Hassani; George J. Pappas; Bernhard Schölkopf (NeurIPS, 2022)

Indirect Active Learning. - Shashank Singh 011 (CoRR, 2022)

Nonparametric Indirect Active Learning. - Shashank Singh 011 (AISTATS, 2023)

Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features. - Cian Eastwood; Shashank Singh 011; Andrei Liviu Nicolicioiu; Marin Vlastelica Pogancic; Julius von Kügelgen; Bernhard Schölkopf (NeurIPS, 2023)