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Invited Paper Session

Ethics and Trust in Statistical Learning

Mon, Aug 7, 2:00 PM

Edgar DobribanChair

Section on Statistical Learning and Data Science

4 Presentations

Stereotyping in contrastive learning

2:05 PM - 2:30 PM

Deconstructing Risk in Predictive Risk Models

2:30 PM - 2:55 PM

WITHDRAWN Synthetic Training for Bayesian Optimal Fair Classifier

2:30 PM - 2:55 PM

Co-authors: Guang Cheng (Purdue University)

What really matters for fairness in machine learning: delayed impact and other desiderata

2:55 PM - 3:20 PM

Discussant

Alexandra Chouldechova

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