Publications

ML=Machine Learning, BI=Biological Imaging

[ML] Adapting to Shifts in Latent Confounders using Observed Concepts and Proxies
Matt J. Kusner, Ibrahim Alabdulmohsin, Stephen Pfohl, Olawale Salaudeen, Arthur Gretton, Sanmi Koyejo, Jessica Schrouff, Alexander D’Amour.
International Conference on Machine Learning, 2022. Workshop on Principles of Distribution Shift (PODS)

[ML] Exploiting Causal Chains for Domain Generalization
Olawale Salaudeen, Oluwasanmi Koyejo.
Conference on Neural Information Processing Systems (NeurIPS), 2021. Workshop on Distribution Shifts – Connecting Methods and Applications (DistShift)

Preprints

Abstracts

[BI] Ultra-fast 3D fMRI to explore cardiac-induced fluctuations in BOLD-based functional imaging
Brad Sutton, Aaron Anderson, Benjamin Zimmerman, Paul Camacho, Riwei Jin, Charles Marchini, Olawale Salaudeen, Natalie Ramsy, Davide Boido, Serge Charpak, Andrew Webb, Luisa Ciobanu.
International Society for Magnetic Resonance in Medicine (ISMRM), 2022 (abstract)