Puli, Aahlad Manas

7 publications

TMLR 2024 Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation Aahlad Manas Puli, Nitish Joshi, Yoav Wald, He He, Rajesh Ranganath

TMLR 2023 Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics Nihal Murali, Aahlad Manas Puli, Ke Yu, Rajesh Ranganath, Kayhan Batmanghelich

NeurIPS 2023 Don’t Blame Dataset Shift! Shortcut Learning Due to Gradients and Cross Entropy Aahlad Manas Puli, Lily Zhang, Yoav Wald, Rajesh Ranganath

CLeaR 2022 Learning Invariant Representations with Missing Data Mark Goldstein, Joern-Henrik Jacobsen, Olina Chau, Adriel Saporta, Aahlad Manas Puli, Rajesh Ranganath, Andrew Miller

ICLR 2022 Out-of-Distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations Aahlad Manas Puli, Lily H Zhang, Eric Karl Oermann, Rajesh Ranganath

NeurIPSW 2021 Learning Invariant Representations with Missing Data Mark Goldstein, Joern-Henrik Jacobsen, Olina Chau, Adriel Saporta, Aahlad Manas Puli, Rajesh Ranganath, Andrew Miller

NeurIPS 2018 Removing Hidden Confounding by Experimental Grounding Nathan Kallus, Aahlad Manas Puli, Uri Shalit