Distributional Individual Fairness in Clustering

1 code implementation • 22 Jun 2020 • Nihesh Anderson, Suman K. Bera, Syamantak Das, Yang Liu

We extend this framework to include both group fairness and individual fairness inside the protected groups.

Clustering Fairness

Fenchel Duals for Drifting Adversaries

no code implementations • 23 Sep 2013 • Suman K. Bera, Anamitra R. Choudhury, Syamantak Das, Sambuddha Roy, Jayram S. Thatchachar

Existing literature shows (nearly) optimal drifting regret bounds only for the $\ell_2$ and the $\ell_1$-norms.