Accelerated zeroth-order method for non-smooth stochastic convex optimization problem with infinite variance N Kornilov, O Shamir, A Lobanov, D Dvinskikh, A Gasnikov, I Shibaev, ... Advances in Neural Information Processing Systems 36, 2024 | 12* | 2024 |
Gradient-free methods for non-smooth convex stochastic optimization with heavy-tailed noise on convex compact N Kornilov, A Gasnikov, P Dvurechensky, D Dvinskikh Computational Management Science 20 (1), 37, 2023 | 9* | 2023 |
Intermediate gradient methods with relative inexactness N Kornilov, E Gorbunov, M Alkousa, F Stonyakin, P Dvurechensky, ... arXiv preprint arXiv:2310.00506, 2023 | 5 | 2023 |
Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits Y Dorn, N Kornilov, N Kutuzov, A Nazin, E Gorbunov, A Gasnikov Computational Management Science 21 (1), 19, 2024 | 4 | 2024 |
Optimal flow matching: Learning straight trajectories in just one step N Kornilov, P Mokrov, A Gasnikov, A Korotin arXiv preprint arXiv:2403.13117, 2024 | 4 | 2024 |
Zeroth-order Median Clipping for Non-Smooth Convex Optimization Problems with Heavy-tailed Symmetric Noise N Kornilov, Y Dorn, A Lobanov, N Kutuzov, I Shibaev, E Gorbunov, ... arXiv preprint arXiv:2402.02461, 2024 | 1 | 2024 |
Diffusion & adversarial schr\" odinger bridges via iterative proportional markovian fitting S Kholkin, G Ksenofontov, D Li, N Kornilov, N Gushchin, E Burnaev, ... arXiv preprint arXiv:2410.02601, 2024 | | 2024 |