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Rankings of people and items are at the heart of selection-making, match-making, and recommender systems, ranging from employment sites to sharing economy platforms.
New directions in equity research
Elaine Walster, Ellen Berscheid, and G William Walster. 1973 · 1973
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On dividing justly
Menahem E Yaari and Maya Bar-Hillel. 1984 · 1984
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A taxonomy of organizational justice theories
Jerald Greenberg. 1987 · 1987
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Internet advertising and the generalized second-price auction: Selling billions of dollars worth of keywords
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Search Engines that Learn from Implicit Feedback
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Measuring fairness in ranked outputs. In
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An experimental comparison of click position-bias models. In
Nick Craswell, Onno Zoeter, Michael Taylor, and Bill Ramsey. 2008 · 2008
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A user browsing model to predict search engine click data from past observations. In
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Discrimination-aware data mining. In
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Efficient multiple-click models in web search. In
Fan Guo, Chao Liu, and Yi Min Wang. 2009 · 2009
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Fair Dynamic Routing in Large-Scale Heterogeneous-Server Systems
Mor Armony and Amy R. Ward. 2010 · 2010
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Dominant resource fairness: Fair allocation of multiple resource types. In
Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, and Ion Stoica. 2011 · 2011
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Fairness through awareness. In
Cynthia Dwork, Moritz Hardt, Toniann Pitassi, Omer Reingold, and Richard Zemel. 2012 · 2012
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Multi-resource fair queueing for packet processing. In
Ali Ghodsi, Vyas Sekar, Matei Zaharia, and Ion Stoica. 2012 · 2012
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Fairness-Aware Classifier with Prejudice Remover Regularizer. In
Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, and Jun Sakuma. 2012 · 2012
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Learning Fair Representations. In
Richard S. Zemel, Yu Wu, Kevin Swersky, Toniann Pitassi, and Cynthia Dwork. 2013 · 2013
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A multidisciplinary survey on discrimination analysis
Andrea Romei and Salvatore Ruggieri. 2014 · 2014
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Click Models for Web Search. In
Aleksandr Chuklin, Ilya Markov, and Maarten de Rijke. 2015 · 2015
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The taking economy: Uber, information, and power
Ryan Calo and Alex Rosenblat. 2017 · 2017
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Ranking with Fairness Constraints
L Elisa Celis, Damian Straszak, and Nisheeth K Vishnoi. 2017 · 2017
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Fair Sharing for Sharing Economy Platforms. In
Abhijnan Chakraborty, Asia J. Biega, Aniko Hannak, and Krishna P. Gummadi. 2017 · 2017
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Unbiased Learning-to-Rank with Biased Feedback. In
Thorsten Joachims, Adith Swaminathan, and Tobias Schnabel. 2017 · 2017
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Meritocratic Fairness for Cross-Population Selection. In
Michael Kearns, Aaron Roth, and Zhiwei Steven Wu. 2017 · 2017
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Human decisions and machine predictions
Jon Kleinberg, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig, and Sendhil Mullainathan. 2017 · 2017
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Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning. In
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