no code implementations • 11 May 2022 • Michael Carl Tschantz
The near universal condemnation of proxy discrimination hides a disagreement over what it is.
2 code implementations • ICML 2020 • Debjani Saha, Candice Schumann, Duncan C. McElfresh, John P. Dickerson, Michelle L. Mazurek, Michael Carl Tschantz
Bias in machine learning has manifested injustice in several areas, such as medicine, hiring, and criminal justice.
no code implementations • WS 2019 • Meisam Navaki Arefi, Rajkumar Pandi, Michael Carl Tschantz, Jedidiah R. Crandall, King-wa Fu, Dahlia Qiu Shi, Miao Sha
We also found that censored posts across all categories are deleted in three hours on average.
no code implementations • 26 Aug 2018 • Samuel Yeom, Michael Carl Tschantz
We mathematically compare four competing definitions of group-level nondiscrimination: demographic parity, equalized odds, predictive parity, and calibration.