Welfare and Distributional Impacts of Fair Classification

3 July 2018

Papers citing "Welfare and Distributional Impacts of Fair Classification"

8 / 8 papers shown

Title
Enforcing Delayed-Impact Fairness Guarantees Aline Weber Blossom Metevier Yuriy Brun Philip S. Thomas Bruno Castro da Silva FaML 187 10 0 24 Aug 2022
(Machine) Learning What Policies Value Daniel Björkegren J. Blumenstock Samsun Knight OffRL 41 5 0 01 Jun 2022
Algorithmic Fairness in Education René F. Kizilcec Hansol Lee FaML 111 126 0 10 Jul 2020
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning Esther Rolf Max Simchowitz Sarah Dean Lydia T. Liu Daniel Björkegren Moritz Hardt J. Blumenstock 43 23 0 15 Mar 2020
On Consequentialism and Fairness Dallas Card Noah A. Smith FaML 68 11 0 02 Jan 2020
Dynamic Modeling and Equilibria in Fair Decision Making Joshua H. Williams J. Zico Kolter FaML 72 14 0 15 Nov 2019
Individual Fairness in Hindsight Swati Gupta Vijay Kamble FaML 89 63 0 10 Dec 2018
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias Rachel K. E. Bellamy Kuntal Dey Michael Hind Samuel C. Hoffman Stephanie Houde ... Diptikalyan Saha P. Sattigeri Moninder Singh Kush R. Varshney Yunfeng Zhang FaML SyDa 136 813 0 03 Oct 2018