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Jessie Finocchiaro

Trading off Consistency and Dimensionality of Convex Surrogates for the Mode

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Feb 16, 2024
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Using Property Elicitation to Understand the Impacts of Fairness Constraints

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Sep 20, 2023
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Consistent Polyhedral Surrogates for Top-$k$ Classification and Variants

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Jul 18, 2022
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An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates

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Jun 29, 2022
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The Structured Abstain Problem and the Lovász Hinge

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Mar 17, 2022
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Unifying Lower Bounds on Prediction Dimension of Consistent Convex Surrogates

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Feb 16, 2021
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Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness

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Oct 12, 2020
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An Embedding Framework for Consistent Polyhedral Surrogates

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Jul 17, 2019
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