| 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 | 304 | 2018 |
| 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 | 110 | 2019 |
| 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 | 57 | 2019 |
| Statistical inference for Bures–Wasserstein barycenters A Kroshnin, V Spokoiny, A Suvorikova The Annals of Applied Probability 31 (3), 1264-1298, 2021 | 46 | 2021 |
| 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 | 43 | 2021 |
| Robust k-means clustering for distributions with two moments Y Klochkov, A Kroshnin, N Zhivotovskiy The Annals of Statistics 49 (4), 2206-2230, 2021 | 21 | 2021 |
| Entropic-Wasserstein barycenters: PDE characterization, regularity, and CLT G Carlier, K Eichinger, A Kroshnin SIAM Journal on Mathematical Analysis 53 (5), 5880-5914, 2021 | 20 | 2021 |
| 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 | 16 | 2019 |
| Fréchet barycenters in the Monge-Kantorovich spaces A Kroshnin Journal of Convex Analysis 25 (4), 1371-1395, 2018 | 16 | 2018 |
| Infinite multidimensional scaling for metric measure spaces A Kroshnin, E Stepanov, D Trevisan ESAIM: Control, Optimisation and Calculus of Variations 28, 2022 | 6 | 2022 |
| 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 | 4 | 2022 |
| Fréchet Barycenters and a Law of Large Numbers for Measures on the Real Line A Kroshnin, A Sobolevski arXiv preprint arXiv:1512.08421, 2015 | 3 | 2015 |
| 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, 2024 | 2 | 2024 |
| Inside and around Wasserstein barycenters A Kroshnin Université de Lyon; Kharkevich Institute, 2021 | 1 | 2021 |
| 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 |
Alexander GasnikovMIPTVerified email at mipt.ru
