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09/27/2022
Approximate Secular Equations for the Cubic Regularization Subproblem
The cubic regularization method (CR) is a popular algorithm for unconstr...
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06/22/2022
Robust Bayesian Recourse
Algorithmic recourse aims to recommend an informative feedback to overtu...
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02/07/2022
Distributionally Robust Fair Principal Components via Geodesic Descents
Principal component analysis is a simple yet useful dimensionality reduc...
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06/01/2021
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts
Least squares estimators, when trained on a few target domain samples, m...
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09/16/2020
A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group
Given a group 𝒢, the problem of synchronization over the group 𝒢 is a co...
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04/15/2020
On Linear Optimization over Wasserstein Balls
Wasserstein balls, which contain all probability measures within a pre-s...
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10/23/2019
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
The likelihood function is a fundamental component in Bayesian statistic...
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10/17/2019
