Stratis Skoulakis

activity

20192026

most citedMaximum Independent Set: Self-Training through Dynamic Programming

3 citations · 10 across the 24 of their papers we have counts for

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3 papers · 1 filter

math.OC2024

Learning to Remove Cuts in Integer Linear Programming

Pol Puigdemont, Stratis Skoulakis, Grigorios Chrysos +1

Cutting plane methods are a fundamental approach for solving integer linear programs (ILPs). In each iteration of such methods, additional linear constraints (cuts) are introduced…

math.OC2024

Efficient Continual Finite-Sum Minimization

Ioannis Mavrothalassitis, Stratis Skoulakis, Leello Tadesse Dadi +1

Given a sequence of functions $f_{1}, \dots, f_{n}$ with $f_{i} : D \mapsto R$ , finite-sum minimization seeks a point $x^{⋆} \in D$ minimizing $\sum_{j=1}^n…

math.OC2022★ 1 cited

Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

Ali Kavis, Stratis Skoulakis, Kimon Antonakopoulos +2

We propose an adaptive variance-reduction method, called AdaSpider, for minimization of $L$ -smooth, non-convex functions with a finite-sum structure. In essence, AdaSpider combines…