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Alexey Kroshnin
Alexey Kroshnin
WIAS, HSE
Verified email at wias-berlin.de
Title
Cited by
Cited by
Year
Computational optimal transport: Complexity by accelerated gradient descent is better than by Sinkhorn’s algorithm
P Dvurechensky, A Gasnikov, A Kroshnin
International conference on machine learning, 1367-1376, 2018
2992018
On the complexity of approximating Wasserstein barycenter
A Kroshnin, D Dvinskikh, P Dvurechensky, A Gasnikov, N Tupitsa, C Uribe
International conference on machine learning, 3530-3540, 2019
1082019
Gradient methods for problems with inexact model of the objective
FS Stonyakin, D Dvinskikh, P Dvurechensky, A Kroshnin, O Kuznetsova, ...
Mathematical Optimization Theory and Operations Research: 18th International …, 2019
572019
Inexact model: A framework for optimization and variational inequalities
F Stonyakin, A Tyurin, A Gasnikov, P Dvurechensky, A Agafonov, ...
Optimization Methods and Software 36 (6), 1155-1201, 2021
462021
Statistical inference for Bures–Wasserstein barycenters
A Kroshnin, V Spokoiny, A Suvorikova
The Annals of Applied Probability 31 (3), 1264-1298, 2021
452021
Robust k-means clustering for distributions with two moments
Y Klochkov, A Kroshnin, N Zhivotovskiy
The Annals of Statistics 49 (4), 2206-2230, 2021
202021
Entropic-Wasserstein barycenters: PDE characterization, regularity, and CLT
G Carlier, K Eichinger, A Kroshnin
SIAM Journal on Mathematical Analysis 53 (5), 5880-5914, 2021
202021
Inexact model: A framework for optimization and variational inequalities
F Stonyakin, A Gasnikov, A Tyurin, D Pasechnyuk, A Agafonov, ...
arXiv preprint arXiv:1902.00990, 2019
162019
Fréchet barycenters in the Monge-Kantorovich spaces
A Kroshnin
Journal of Convex Analysis 25 (4), 1371-1395, 2018
162018
Infinite multidimensional scaling for metric measure spaces
A Kroshnin, E Stepanov, D Trevisan
ESAIM: Control, Optimisation and Calculus of Variations 28, 2022
62022
On the properties of some low-parameter models for color reproduction in terms of spectrum transformations and coverage of a color triangle
A Kroshnin, V Vasilev, E Ershov, D Shepelev, D Nikolaev, M Tchobanou
JOSA A 39 (3), 452-458, 2022
42022
Fréchet Barycenters and a Law of Large Numbers for Measures on the Real Line
A Kroshnin, A Sobolevski
arXiv preprint arXiv:1512.08421, 2015
32015
Primal-dual gradient methods for searching network equilibria in combined models with nested choice structure and capacity constraints
M Kubentayeva, D Yarmoshik, M Persiianov, A Kroshnin, E Kotliarova, ...
Computational Management Science 21 (1), 15, 2024
12024
Inside and around Wasserstein barycenters
A Kroshnin
Université de Lyon; Kharkevich Institute, 2021
12021
Multiplier bootstrap for Bures-Wasserstein barycenters
A Kroshnin, V Spokoiny, A Suvorikova
arXiv preprint arXiv:2111.12612, 2021
2021
Slope detection criterion robust to sparse 2D data
D Bocharov, A Kroshnin, D Nikolaev
Thirteenth International Conference on Machine Vision 11605, 134-140, 2021
2021
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