Ella Barkan, Ibrahim Siddiqui, et al.
Computational And Structural Biotechnology Journal
Trustworthy artificial intelligence researchers should seek to better detect and characterize systematic deviations in data and models (that is, bias). This article provides data scientists with motivation, theory, code, and examples on how to perform disciplined discovery of systematic deviations in data and models at the subset level.
Ella Barkan, Ibrahim Siddiqui, et al.
Computational And Structural Biotechnology Journal
Trang H. Tran, Lam Nguyen, et al.
INFORMS 2022
Pawan Chowdhary, Taiga Nakamura, et al.
INFORMS 2020
Hiroki Yanagisawa
ICML 2023