Dmitry Pasechnyuk

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Convergence Rate

Optimization Methods

Top Venues

Publications

Meruza Kubentayeva, Demyan Yarmoshik, Michael Persiianov, Alexey Kroshnin, Ekaterina Kotliarova, Nazarii Tupitsa, Dmitry Pasechnyuk, Alexander V. Gasnikov, Vladimir Shvetsov, Leonid Baryshev, Alexey Shurupov
Primal-dual gradient methods for searching network equilibria in combined models with nested choice structure and capacity constraints. Comput. Manag. Sci. 21 (1) (2024)
Kirill Brilliantov, Fedor Pavutnitskiy, Dmitry Pasechnyuk, German Magai
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula. CoRR (2023)
Dmitry Pasechnyuk, Michael Persiianov, Pavel E. Dvurechensky, Alexander V. Gasnikov
Algorithms for Euclidean-Regularised Optimal Transport. OPTIMA (2023)
Dmitry Pasechnyuk, Anton Prazdnichnykh, Mikhail Evtikhiev, Timofey Bryksin
Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks. ICSE (NIER) (2023)
Dmitry Pasechnyuk, Anton Prazdnichnykh, Mikhail Evtikhiev, Timofey Bryksin
Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks. CoRR (2023)
Anastasiya Ivanova, Pavel E. Dvurechensky, Evgeniya A. Vorontsova, Dmitry Pasechnyuk, Alexander V. Gasnikov, Darina Dvinskikh, Alexander Tyurin
Oracle Complexity Separation in Convex Optimization. J. Optim. Theory Appl. 193 (1) (2022)
Slavomír Hanzely, Dmitry Kamzolov, Dmitry Pasechnyuk, Alexander V. Gasnikov, Peter Richtárik, Martin Takác
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate. NeurIPS (2022)
Dmitry Pasechnyuk
Network utility maximization by updating individual transmission rates. CoRR (2021)
Dmitry Pasechnyuk, Vladislav Matyukhin
On the Computational Efficiency of Catalyst Accelerated Coordinate Descent. MOTOR (2021)
Anastasiya Ivanova, Dmitry Pasechnyuk, Dmitry Grishchenko, Egor Shulgin, Alexander V. Gasnikov, Vladislav Matyukhin
Adaptive Catalyst for Smooth Convex Optimization. OPTIMA (2021)
Fedor S. Stonyakin, Alexander Tyurin, Alexander V. Gasnikov, Pavel E. Dvurechensky, Artem Agafonov, Darina Dvinskikh, Mohammad S. Alkousa, Dmitry Pasechnyuk, Sergei Artamonov, Victoria V. Piskunova
Inexact model: a framework for optimization and variational inequalities. Optim. Methods Softw. 36 (6) (2021)
Fedor S. Stonyakin, Darina Dvinskikh, Pavel E. Dvurechensky, Alexey Kroshnin, Olesya Kuznetsova, Artem Agafonov, Alexander V. Gasnikov, Alexander Tyurin, César A. Uribe, Dmitry Pasechnyuk, Sergei Artamonov
Gradient Methods for Problems with Inexact Model of the Objective. MOTOR (2019)