Models and Mechanisms for Spatial Data Fairness

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Models and Mechanisms for Spatial Data Fairness

4 April 2022

Gabriel Ghinita

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Papers citing "Models and Mechanisms for Spatial Data Fairness"

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Title
KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley 106 30 0 05 Oct 2021
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 296 497 0 31 Dec 2020
A Notion of Individual Fairness for Clustering Matthäus Kleindessner Pranjal Awasthi Jamie Morgenstern FaML 81 30 0 08 Jun 2020
Individual Fairness for $k$ -Clustering S. Mahabadi A. Vakilian FaML 74 84 0 17 Feb 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 571 14 0 23 Aug 2019
Preference-Informed Fairness Michael P. Kim Aleksandra Korolova G. Rothblum G. Yona FaML 103 41 0 03 Apr 2019
Fairness in Criminal Justice Risk Assessments: The State of the Art R. Berk Hoda Heidari S. Jabbari Michael Kearns Aaron Roth 56 998 0 27 Mar 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 302 2,120 0 24 Oct 2016
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 233 4,329 0 07 Oct 2016