Darina Dvinskikh

19 papers A* 3A 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decentralized saddle point problems via non-Euclidean mirror prox.
Optim. Methods Softw.
Alexander Rogozin, Aleksandr Beznosikov, Darina Dvinskikh, Dmitry Kovalev, Pavel E. Dvurechensky, Alexander V. Gasnikov
2024 J jnl
Accelerated zero-order SGD under high-order smoothness and overparameterized regime.
CoRR
Georgii Bychkov, Darina Dvinskikh, Anastasia Antsiferova, Alexander V. Gasnikov, Aleksandr V. Lobanov
2023 A* conf
Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance.
NeurIPS
Nikita Kornilov, Ohad Shamir, Aleksandr V. Lobanov, Darina Dvinskikh, Alexander V. Gasnikov, Innokentiy Shibaev, Eduard Gorbunov, Samuel Horváth
2023 J jnl
Gradient-free methods for non-smooth convex stochastic optimization with heavy-tailed noise on convex compact.
Comput. Manag. Sci.
Nikita Kornilov, Alexander V. Gasnikov, Pavel E. Dvurechensky, Darina Dvinskikh
2022 J jnl
Decentralized personalized federated learning: Lower bounds and optimal algorithm for all personalization modes.
EURO J. Comput. Optim.
Abdurakhmon Sadiev, Ekaterina Borodich, Aleksandr Beznosikov, Darina Dvinskikh, Saveliy Chezhegov, Rachael Tappenden, Martin Takác, Alexander V. Gasnikov
2022 J jnl
Oracle Complexity Separation in Convex Optimization.
J. Optim. Theory Appl.
Anastasiya Ivanova, Pavel E. Dvurechensky, Evgeniya A. Vorontsova, Dmitry Pasechnyuk, Alexander V. Gasnikov, Darina Dvinskikh, Alexander Tyurin
2022 J jnl
Stochastic approximation versus sample average approximation for Wasserstein barycenters.
Optim. Methods Softw.
Darina Dvinskikh
2021 J jnl
Decentralized Distributed Optimization for Saddle Point Problems.
CoRR
Alexander Rogozin, Aleksandr Beznosikov, Darina Dvinskikh, Dmitry Kovalev, Pavel E. Dvurechensky, Alexander V. Gasnikov
2021 A conf
Improved Complexity Bounds in Wasserstein Barycenter Problem.
AISTATS
Darina Dvinskikh, Daniil Tiapkin
2021 J jnl
Inexact model: a framework for optimization and variational inequalities.
Optim. Methods Softw.
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
2020 J jnl
SA vs SAA for population Wasserstein barycenter calculation.
CoRR
Darina Dvinskikh
2019 — conf
Gradient Methods for Problems with Inexact Model of the Objective.
MOTOR
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
2019 — conf
On Primal and Dual Approaches for Distributed Stochastic Convex Optimization over Networks.
CDC
Darina Dvinskikh, Eduard Gorbunov, Alexander V. Gasnikov, Pavel E. Dvurechensky, César A. Uribe
2019 J jnl
On the Complexity of Approximating Wasserstein Barycenter.
CoRR
Alexey Kroshnin, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Nazarii Tupitsa, César A. Uribe
2019 A* conf
On the Complexity of Approximating Wasserstein Barycenters.
ICML
Alexey Kroshnin, Nazarii Tupitsa, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Cesar A. Uribe
2018 A* conf
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters.
NeurIPS
Pavel E. Dvurechenskii, Darina Dvinskikh, Alexander V. Gasnikov, César A. Uribe, Angelia Nedich
2018 J jnl
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters.
CoRR
Pavel E. Dvurechensky, Darina Dvinskikh, Alexander V. Gasnikov, César A. Uribe, Angelia Nedic
2018 — conf
Distributed Computation of Wasserstein Barycenters Over Networks.
CDC
Cesar A. Uribe, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Angelia Nedic
2018 J jnl
Distributed Computation of Wasserstein Barycenters over Networks.
CoRR
César A. Uribe, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Angelia Nedic