Mouli, S Chandra

6 publications

ICLR 2024 MetaPhysiCa: Improving OOD Robustness in Physics-Informed Machine Learning S Chandra Mouli, Muhammad Alam, Bruno Ribeiro

ICML 2024 Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs S Chandra Mouli, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Andrew Stuart, Michael W. Mahoney, Bernie Wang

ICLRW 2023 MetaPhysiCa: OOD Robustness in Physics-Informed Machine Learning S Chandra Mouli, Muhammad Alam, Bruno Ribeiro

ICLR 2022 Asymmetry Learning for Counterfactually-Invariant Classification in OOD Tasks S Chandra Mouli, Bruno Ribeiro

ICLR 2021 Neural Networks for Learning Counterfactual G-Invariances from Single Environments S Chandra Mouli, Bruno Ribeiro

AAAI 2018 Subgraph Pattern Neural Networks for High-Order Graph Evolution Prediction Changping Meng, S. Chandra Mouli, Bruno Ribeiro, Jennifer Neville