no code implementations • ICML 2020 • Anson Kahng, Gregory Kehne, Ariel Procaccia
Given n values possessed by n agents, we study the problem of estimating the mean by truthfully eliciting agents' answers to multiple-choice questions about their values.
no code implementations • 11 Feb 2021 • D Ellis Hershkowitz, Anson Kahng, Dominik Peters, Ariel D. Procaccia
On the other hand, decision making that only takes global social welfare into account can be unfair to districts: A social-welfare-maximizing solution might not fund any of the projects preferred by a district, despite the fact that its constituents pay taxes to the city.
Decision Making Fairness Computer Science and Game Theory Data Structures and Algorithms
1 code implementation • NeurIPS 2019 • Paul Goelz, Anson Kahng, Ariel D. Procaccia
Equalized odds is a statistical notion of fairness in machine learning that ensures that classification algorithms do not discriminate against protected groups.