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Dimitris Fotakis

GLANCE: Global Actions in a Nutshell for Counterfactual Explainability

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May 29, 2024
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Fairness in Ranking: Robustness through Randomization without the Protected Attribute

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Mar 28, 2024
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Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Methods

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Oct 08, 2023
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Fairness Aware Counterfactuals for Subgroups

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Jun 26, 2023
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Perfect Sampling from Pairwise Comparisons

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Nov 23, 2022
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Differentially Private Regression with Unbounded Covariates

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Feb 19, 2022
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Label Ranking through Nonparametric Regression

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Nov 04, 2021
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Efficient Algorithms for Learning from Coarse Labels

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Aug 22, 2021
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Learning Augmented Online Facility Location

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Jul 17, 2021
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Efficient Online Learning for Dynamic k-Clustering

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Jun 08, 2021
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