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02/24/2023
Linearization Algorithms for Fully Composite Optimization
In this paper, we study first-order algorithms for solving fully composi...
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02/26/2022
Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization
We propose a stochastic conditional gradient method (CGM) for minimizing...
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10/28/2021
A first-order primal-dual method with adaptivity to local smoothness
We consider the problem of finding a saddle point for the convex-concave...
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07/07/2020