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06/09/2022
Individually Fair Learning with One-Sided Feedback
We consider an online learning problem with one-sided feedback, in which...
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03/01/2021
Information Discrepancy in Strategic Learning
We study the effects of information discrepancy across sub-populations o...
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02/17/2020
Causal Feature Discovery through Strategic Modification
We consider an online regression setting in which individuals adapt to t...
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02/13/2020
Metric-Free Individual Fairness in Online Learning
We study an online learning problem subject to the constraint of individ...
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02/06/2019
Equal Opportunity in Online Classification with Partial Feedback
We study an online classification problem with partial feedback in which...
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06/30/2017
