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06/21/2023
Sampling Individually-Fair Rankings that are Always Group Fair
Rankings on online platforms help their end-users find the relevant info...
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06/16/2023
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions
We consider the problem of subset selection where one is given multiple ...
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05/03/2023
Maximizing Submodular Functions for Recommendation in the Presence of Biases
Subset selection tasks, arise in recommendation systems and search engin...
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11/30/2022
Fair Ranking with Noisy Protected Attributes
The fair-ranking problem, which asks to rank a given set of items to max...
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02/03/2022
Selection in the Presence of Implicit Bias: The Advantage of Intersectional Constraints
In selection processes such as hiring, promotion, and college admissions...
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11/24/2021
Fairness for AUC via Feature Augmentation
We study fairness in the context of classification where the performance...
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06/10/2021
Fair Classification with Adversarial Perturbations
We study fair classification in the presence of an omniscient adversary ...
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04/03/2021
Input Validation with Symbolic Execution
Symbolic execution has always been plagued by the inability to handle pr...
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11/09/2020
Mitigating Bias in Set Selection with Noisy Protected Attributes
Subset selection algorithms are ubiquitous in AI-driven applications, in...
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10/21/2020
The Effect of the Rooney Rule on Implicit Bias in the Long Term
A robust body of evidence demonstrates the adverse effects of implicit b...
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02/28/2020
Two Player Hidden Pointer Chasing and Multi-Pass Lower Bounds in Turnstile Streams
The authors have withdrawn this paper due to an error in the proof of Le...
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01/23/2020
Interventions for Ranking in the Presence of Implicit Bias
Implicit bias is the unconscious attribution of particular qualities (or...
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01/29/2019
Toward Controlling Discrimination in Online Ad Auctions
Online advertising platforms are thriving due to the customizable audien...
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01/29/2019