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Poster
On the Tradeoff Between Robustness and Fairness
Xinsong Ma · Zekai Wang · Weiwei Liu
Workshop
Toward Fair and Robust Optimal Treatment Regimes
Kwangho Kim · Jose Zubizarreta
Poster
Thu 9:00 Robust Rent Division
Dominik Peters · Ariel Procaccia · David Zhu
Poster
Wed 9:00 Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
Josh Gardner · Zoran Popovic · Ludwig Schmidt
Tutorial
Mon 11:00 Incentive-Aware Machine Learning: A Tale of Robustness, Fairness, Improvement, and Performativity
Chara Podimata
Poster
Thu 9:00 [Re] An Implementation of Fair Robust Learning
Ian Hardy
Poster
Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness
Shiyun Lin · Yuze Han · Xiang Li · Zhihua Zhang
Poster
Thu 14:00 BiT: Robustly Binarized Multi-distilled Transformer
Zechun Liu · Barlas Oguz · Aasish Pappu · Lin Xiao · Scott Yih · Meng Li · Raghuraman Krishnamoorthi · Yashar Mehdad
Poster
Thu 14:00 Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
Jessica Schrouff · Natalie Harris · Sanmi Koyejo · Ibrahim Alabdulmohsin · Eva Schnider · Krista Opsahl-Ong · Alexander Brown · Subhrajit Roy · Diana Mincu · Christina Chen · Awa Dieng · Yuan Liu · Vivek Natarajan · Alan Karthikesalingam · Katherine Heller · Silvia Chiappa · Alexander D'Amour