Chiou, Nicole

4 publications

TMLR 2025 Are Domain Generalization Benchmarks with Accuracy on the Line Misspecified? Olawale Elijah Salaudeen, Nicole Chiou, Shiny Weng, Sanmi Koyejo

NeurIPSW 2024 On Domain Generalization Datasets as Proxy Benchmarks for Causal Representation Learning Olawale Elijah Salaudeen, Nicole Chiou, Sanmi Koyejo

AISTATS 2024 Proxy Methods for Domain Adaptation Katherine Tsai, Stephen R Pfohl, Olawale Salaudeen, Nicole Chiou, Matt Kusner, Alexander D’Amour, Sanmi Koyejo, Arthur Gretton

AISTATS 2023 Adapting to Latent Subgroup Shifts via Concepts and Proxies Ibrahim Alabdulmohsin, Nicole Chiou, Alexander D’Amour, Arthur Gretton, Sanmi Koyejo, Matt J. Kusner, Stephen R. Pfohl, Olawale Salaudeen, Jessica Schrouff, Katherine Tsai