Delayed Impact of Fair Machine Learning

Delayed Impact of Fair Machine Learning

12 March 2018

Max Simchowitz

Papers citing "Delayed Impact of Fair Machine Learning"

8 / 108 papers shown

Title
Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems Bashir Rastegarpanah Krishna P. Gummadi M. Crovella 24 119 0 02 Dec 2018
Eliminating Latent Discrimination: Train Then Mask Soheil Ghili Ehsan Kazemi Amin Karbasi FaML 27 9 0 12 Nov 2018
Downstream Effects of Affirmative Action Sampath Kannan Aaron Roth Juba Ziani 14 87 0 27 Aug 2018
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics Roel Dobbe Sarah Dean T. Gilbert Nitin Kohli 24 39 0 02 Jul 2018
Fairness Without Demographics in Repeated Loss Minimization Tatsunori B. Hashimoto Megha Srivastava Hongseok Namkoong Percy Liang FaML 17 575 0 20 Jun 2018
Fairness Under Composition Cynthia Dwork Christina Ilvento FaML 28 124 0 15 Jun 2018
Causal Interventions for Fairness Matt J. Kusner Chris Russell Joshua R. Loftus Ricardo M. A. Silva FaML 24 14 0 06 Jun 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,092 0 24 Oct 2016