Target Conditioned Representation Independence (TCRI); From Domain-Invariant to Domain-General Representations. - Olawale Salaudeen; Oluwasanmi Koyejo (CoRR, 2022)

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 (AISTATS, 2023)

Causally Inspired Regularization Enables Domain General Representations. - Olawale Salaudeen; Sanmi Koyejo (AISTATS, 2024)

Proxy Methods for Domain Adaptation. - Katherine Tsai; Stephen R. Pfohl; Olawale Salaudeen; Nicole Chiou; Matt J. Kusner; Alexander D'Amour; Sanmi Koyejo; Arthur Gretton (AISTATS, 2024)

ImageNot: A contrast with ImageNet preserves model rankings. - Olawale Salaudeen; Moritz Hardt (CoRR, 2024)

What's in a Query: Polarity-Aware Distribution-Based Fair Ranking. - Aparna Balagopalan; Kai Wang 071; Olawale Salaudeen; Asia Biega; Marzyeh Ghassemi (WWW, 2025)

Are Domain Generalization Benchmarks with Accuracy on the Line Misspecified? - Olawale Salaudeen; Nicole Chiou; Shiny Weng; Sanmi Koyejo (Trans. Mach. Learn. Res., 2025)

Toward an Evaluation Science for Generative AI Systems. - Laura Weidinger; Inioluwa Deborah Raji; Hanna M. Wallach; Margaret Mitchell; Angelina Wang; Olawale Salaudeen; Rishi Bommasani; Deep Ganguli; Sanmi Koyejo; William Isaac 001 (CoRR, 2025)

Measurement to Meaning: A Validity-Centered Framework for AI Evaluation. - Olawale Salaudeen; Anka Reuel; Ahmed Ahmed; Suhana Bedi; Zachary Robertson; Sudharsan Sundar; Ben Domingue; Angelina Wang; Sanmi Koyejo (CoRR, 2025)

Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness. - Stephen R. Pfohl; Natalie Harris; Chirag Nagpal; David Madras; Vishwali Mhasawade; Olawale Salaudeen; Awa Dieng; Shannon Sequeira; Santiago Eduardo Arciniegas; Lillian Sung; Nnamdi Ezeanochie; Heather Cole-Lewis; et al. (CoRR, 2025)

Stop Evaluating AI with Human Tests, Develop Principled, AI-specific Tests instead. - Tom Sühr; Florian E. Dorner; Olawale Salaudeen; Augustin Kelava; Samira Samadi (CoRR, 2025)