One compelling notion is that of individual fairness (IF), which advocates that similar individuals should be treated similarly.
Armed with this basic intuition, we define fairness-in-hindsight: decisions are said to be fair in hindsight if the decisions for incoming individuals are ...
Dec 10, 2018 · In this paper, we extend the notion of IF to account for the time at which a decision is made, in settings where there exists a notion of ...
One compelling notion proposed in the literature is that of individual fairness (IF), which advocates that similar individuals should be treated similarly ( ...
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What is individual fairness?
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We introduce two definitions: (i) fairness-across-time (FT) and (ii) fairness-in-hindsight (FH). FT requires the treatment of individuals to be individually ...
We introduce two definitions: (i) fairness-across-time (FT) and (ii) fairness-in-hindsight (FH). FT is the simplest temporal extension of IF where treatment of ...
Mar 4, 2019 · We introduce two definitions: (i) fairness-across-time (FT) and (ii) fairness-in-hindsight (FH). FT is the simplest temporal extension of IF ...
Jul 27, 2019 · Paper presentation at the 20th ACM Conference on Economics and Computation (EC'19), Phoenix, AZ, June 27, 2019: Title: Individual Fairness ...
Jul 10, 2019 · Swati Gupta (Georgia Tech) https://simons.berkeley.edu/talks/individual-fairness-hindsight Recent Developments in Research on Fairness.
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