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06/01/2022
Accelerated first-order methods for a class of semidefinite programs
This paper introduces a new storage-optimal first-order method (FOM), Ce...
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12/27/2021
Implicit regularity and linear convergence rates for the generalized trust-region subproblem
In this paper we develop efficient first-order algorithms for the genera...
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04/20/2020
Weighted Cheeger and Buser Inequalities, with Applications to Clustering and Cutting Probability Densities
In this paper, we show how sparse or isoperimetric cuts of a probability...
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07/20/2019
The Generalized Trust Region Subproblem: solution complexity and convex hull results
We consider the Generalized Trust Region Subproblem (GTRS) of minimizing...
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12/06/2018