Nikita Kornilov

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Bandit Problems

Top Venues

Comput. Manag. Sci.

Publications

Nikita Kornilov, Alexander V. Gasnikov, Alexander Korotin
Optimal Flow Matching: Learning Straight Trajectories in Just One Step. CoRR (2024)
Yuriy Dorn, Nikita Kornilov, Nikolay Kutuzov, Alexander Nazin, Eduard Gorbunov, Alexander V. Gasnikov
Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits. Comput. Manag. Sci. 21 (1) (2024)
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)