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Man-Chung Yue

A Geometric Unification of Distributionally Robust Covariance Estimators: Shrinking the Spectrum by Inflating the Ambiguity Set

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May 30, 2024
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Coverage-Validity-Aware Algorithmic Recourse

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Nov 19, 2023
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Approximate Secular Equations for the Cubic Regularization Subproblem

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Sep 27, 2022
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Robust Bayesian Recourse

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Jun 22, 2022
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Distributionally Robust Fair Principal Components via Geodesic Descents

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Feb 07, 2022
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Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts

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Jun 01, 2021
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A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group

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Sep 16, 2020
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On Linear Optimization over Wasserstein Balls

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Apr 15, 2020
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Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation

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Oct 23, 2019
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Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization

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Oct 17, 2019
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