Satisfying Real-world Goals with Dataset Constraints

24 June 2016

Papers citing "Satisfying Real-world Goals with Dataset Constraints"

6 / 56 papers shown

Title
Two-Player Games for Efficient Non-Convex Constrained Optimization Andrew Cotter Heinrich Jiang Karthik Sridharan 11 117 0 17 Apr 2018
Constrained Classification and Ranking via Quantiles Alan Mackey Xiyang Luo Elad Eban 22 6 0 28 Feb 2018
Does mitigating ML's impact disparity require treatment disparity? Zachary Chase Lipton Alexandra Chouldechova Julian McAuley 21 16 0 19 Nov 2017
From Parity to Preference-based Notions of Fairness in Classification Muhammad Bilal Zafar Isabel Valera Manuel Gomez Rodriguez Krishna P. Gummadi Adrian Weller FaML 25 207 0 30 Jun 2017
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment Muhammad Bilal Zafar Isabel Valera Manuel Gomez Rodriguez Krishna P. Gummadi FaML 13 1,198 0 26 Oct 2016
Learning Optimized Risk Scores Berk Ustun Cynthia Rudin 17 82 0 01 Oct 2016