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Author

A. Gasnikov

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2 papers indexed here

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Preprint Sep 2026

Smooth or Separable? Sparse Block Acceleration for Entropy-Regularized Linear Programs

We study entropy-regularized linear programs with sparse affine constraints and compare two exact dual representations induced by whether a redundant normalization constraint is retained or eliminated. Eliminating it yields a partially separable sum-exp dual with sparse affine factors but unbounded curvature. Our main...

I. Podlipnova, Maxim Mashtaler, A. Agafonov et al. · 0 citations
Preprint Sep 2026

Localize, Restart, Accelerate: Stochastic Optimization under Generalized Smoothness

A two-phase accelerated method that achieves, with high probability, an accelerated optimization contribution and smooth-subclass-optimal statistical dependence on accuracy, up to logarithmic and generalized-smoothness factors.

D. Dvinskikh, A. Gasnikov, A. Lobanov et al. · 1 citation

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