Darina Dvinskikh

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 17

Top Topics

Complexity Bounds

Convex Optimization

Distributed Computation

Top Venues

Optim. Methods Softw.

Publications

Nikita Kornilov, Alexander V. Gasnikov, Pavel E. Dvurechensky, Darina Dvinskikh
Gradient-free methods for non-smooth convex stochastic optimization with heavy-tailed noise on convex compact. Comput. Manag. Sci. 20 (1) (2023)
Nikita Kornilov, Ohad Shamir, Aleksandr V. Lobanov, Darina Dvinskikh, Alexander V. Gasnikov, Innokentiy Shibaev, Eduard Gorbunov, Samuel Horváth
Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance. NeurIPS (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)
Abdurakhmon Sadiev, Ekaterina Borodich, Aleksandr Beznosikov, Darina Dvinskikh, Saveliy Chezhegov, Rachael Tappenden, Martin Takác, Alexander V. Gasnikov
Decentralized personalized federated learning: Lower bounds and optimal algorithm for all personalization modes. EURO J. Comput. Optim. 10 (2022)
Darina Dvinskikh
Stochastic approximation versus sample average approximation for Wasserstein barycenters. Optim. Methods Softw. 37 (5) (2022)
Alexander Rogozin, Aleksandr Beznosikov, Darina Dvinskikh, Dmitry Kovalev, Pavel E. Dvurechensky, Alexander V. Gasnikov
Decentralized Distributed Optimization for Saddle Point Problems. CoRR (2021)
Darina Dvinskikh, Daniil Tiapkin
Improved Complexity Bounds in Wasserstein Barycenter Problem. AISTATS (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)
Darina Dvinskikh
SA vs SAA for population Wasserstein barycenter calculation. CoRR (2020)
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)
Alexey Kroshnin, Nazarii Tupitsa, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Cesar A. Uribe
On the Complexity of Approximating Wasserstein Barycenters. ICML (2019)
Darina Dvinskikh, Eduard A. Gorbunov, Alexander V. Gasnikov, Pavel E. Dvurechensky, César A. Uribe
On Primal and Dual Approaches for Distributed Stochastic Convex Optimization over Networks. CDC (2019)
Alexey Kroshnin, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Nazarii Tupitsa, César A. Uribe
On the Complexity of Approximating Wasserstein Barycenter. CoRR (2019)
Cesar A. Uribe, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Angelia Nedic
Distributed Computation of Wasserstein Barycenters Over Networks. CDC (2018)
Pavel E. Dvurechensky, Darina Dvinskikh, Alexander V. Gasnikov, César A. Uribe, Angelia Nedic
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters. CoRR (2018)
Pavel E. Dvurechenskii, Darina Dvinskikh, Alexander V. Gasnikov, César A. Uribe, Angelia Nedich
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters. NeurIPS (2018)
César A. Uribe, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Angelia Nedic
Distributed Computation of Wasserstein Barycenters over Networks. CoRR (2018)