Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems Paper • 2103.06172 • Published Mar 10, 2021
Adaptive Sampling Strategies to Construct Equitable Training Datasets Paper • 2202.01327 • Published Jan 31, 2022
Towards Fairness in Personalized Ads Using Impression Variance Aware Reinforcement Learning Paper • 2306.03293 • Published Jun 5, 2023
Discrimination through optimization: How Facebook's ad delivery can lead to skewed outcomes Paper • 1904.02095 • Published Apr 3, 2019
Awareness in Practice: Tensions in Access to Sensitive Attribute Data for Antidiscrimination Paper • 1912.06171 • Published Dec 12, 2019