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20152025
most citedDecomposable Submodular Function Minimization: Discrete and Continuous

15 citations · 35 across the 9 of their papers we have counts for

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3 papers · 1 filter

math.OC2025

Quasi-Self-Concordant Optimization with Lewis Weights

Alina Ene, Ta Duy Nguyen, Adrian Vladu

In this paper, we study the problem for a quasi-self-concordant function , where are $…

math.OC2022

High Probability Convergence for Accelerated Stochastic Mirror Descent

Alina Ene, Huy L. Nguyen

In this work, we describe a generic approach to show convergence with high probability for stochastic convex optimization. In previous works, either the convergence is only in expe…

math.OC2022

Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction

Zijian Liu, Ta Duy Nguyen, Alina Ene +1

In this paper, we study the finite-sum convex optimization problem focusing on the general convex case. Recently, the study of variance reduced (VR) methods and their accelerated v…