Nikita Kornilov

11 papers A* 2Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Intermediate Gradient Methods with Relative Inexactness.
J. Optim. Theory Appl.
Nikita Kornilov, Mohammad S. Alkousa, Eduard Gorbunov, Fedor S. Stonyakin, Pavel E. Dvurechensky, Alexander V. Gasnikov
2025 J jnl
On the Equivalence of Optimal Transport Problem and Action Matching with Optimal Vector Fields.
CoRR
Nikita Kornilov, Alexander Korotin
2025 J jnl
Sign Operator for Coping with Heavy-Tailed Noise: High Probability Convergence Bounds with Extensions to Distributed Optimization and Comparison Oracle.
CoRR
Nikita Kornilov, Philip Zmushko, Andrei Semenov, Alexander V. Gasnikov, Aleksandr Beznosikov
2025 J jnl
Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs).
CoRR
Nikita Kornilov, David Li, Tikhon Mavrin, Aleksei Leonov, Nikita Gushchin, Evgeny Burnaev, Iaroslav Koshelev, Alexander Korotin
2024 J jnl
Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting.
CoRR
Sergei Kholkin, Grigoriy Ksenofontov, David Li, Nikita Kornilov, Nikita Gushchin, Evgeny Burnaev, Alexander Korotin
2024 J jnl
Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits.
Comput. Manag. Sci.
Yuriy Dorn, Nikita Kornilov, Nikolay Kutuzov, Alexander Nazin, Eduard Gorbunov, Alexander V. Gasnikov
2024 A* conf
Optimal Flow Matching: Learning Straight Trajectories in Just One Step.
NeurIPS
Nikita Kornilov, Petr Mokrov, Alexander V. Gasnikov, Alexander Korotin
2024 J jnl
Optimal Flow Matching: Learning Straight Trajectories in Just One Step.
CoRR
Nikita Kornilov, Alexander V. Gasnikov, Alexander Korotin
2023 A* conf
Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance.
NeurIPS
Nikita Kornilov, Ohad Shamir, Aleksandr V. Lobanov, Darina Dvinskikh, Alexander V. Gasnikov, Innokentiy Shibaev, Eduard Gorbunov, Samuel Horváth
2023 J jnl
Gradient-free methods for non-smooth convex stochastic optimization with heavy-tailed noise on convex compact.
Comput. Manag. Sci.
Nikita Kornilov, Alexander V. Gasnikov, Pavel E. Dvurechensky, Darina Dvinskikh
2023 J jnl
Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits.
CoRR
Yuriy Dorn, Nikita Kornilov, Nikolay Kutuzov, Alexander Nazin, Eduard Gorbunov, Alexander V. Gasnikov