IPAM Summer School on Algorithmic Fairness
During the week of July 11-15, 2022, Cynthia Dwork and Guy Rothblum (two of our PIS) will be teaching a graduate course on algorithmic fairness at IPAM: Graduate Summer School …
1st ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO’21)
From Irene Yuan Lo: We are thrilled to announce that the registration for EAAMO ‘21 is now live! Please register for regular admission on Eventbrite by September 10, 2021. Conference registration is $20 …
FORC 2021 is coming up!
The Second annual Symposium on the Foundations of Responsible Computing (FORC) will be held virtually (on Gather.town) June 9-11, 2021. Registration is free, but required, by June 7. Instructions for …
Fair Clustering with Probabilistic Group Membership
This post briefly summarizes a NeurIPS-20 paper, Probabilistic Fair Clustering, which I coauthored with Brian Brubach, Leonidas Tsepenekas, and John P. Dickerson. Clustering is possibly the most fundamental problem of …
Self-fulfilling and self-negating predictions: a short tale of performativity in machine learning
This post is based on results and discussions from a series of joint works with Moritz Hardt, Celestine Mendler-Dünner, John Miller, and Juan C. Perdomo. In 1998, Michel Callon wrote …