Alexey Kroshnin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Globally Optimal

Capacity Constraints

Top Venues

SIAM J. Math. Anal.

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)
Guillaume Carlier, Katharina Eichinger, Alexey Kroshnin
Entropic-Wasserstein Barycenters: PDE Characterization, Regularity, and CLT. SIAM J. Math. Anal. 53 (5) (2021)
Alexey Kroshnin, Viacheslav Vasilev, Egor I. Ershov, Denis A. Shepelev, Dmitry P. Nikolaev, Mikhail Tchobanou
On the properties of some low-parameter models for color reproduction in terms of spectrum transformations and coverage of a color triangle. CoRR (2021)
Yegor Klochkov, Alexey Kroshnin, Nikita Zhivotovskiy
Robust k-means Clustering for Distributions with Two Moments. 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)
Alexey Kroshnin, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Nazarii Tupitsa, César A. Uribe
On the Complexity of Approximating Wasserstein Barycenter. CoRR (2019)
Ayagoz Mussabayeva, Maxim Pisov, Anvar Kurmukov, Alexey Kroshnin, Yulia Denisova, Li Shen, Shan Cong, Lei Wang, Boris Gutman
Diffeomorphic Metric Learning and Template Optimization for Registration-Based Predictive Models. MBIA/MFCA@MICCAI (2019)
Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov, Yulia Denisova, Li Shen, Shan Cong, Lei Wang, Boris A. Gutman
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms. ShapeMI@MICCAI (2018)
Pavel E. Dvurechensky, Alexander V. Gasnikov, Alexey Kroshnin
Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn's Algorithm. ICML (2018)
Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov, Yulia Dodonova, Li Shen, Shan Cong, Lei Wang, Boris A. Gutman
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms. CoRR (2018)
Pavel E. Dvurechensky, Alexander V. Gasnikov, Alexey Kroshnin
Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn's Algorithm. CoRR (2018)