Nikita Kornilov

According to our database, Nikita Kornilov authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Intermediate Gradient Methods with Relative Inexactness.

Nikita Kornilov, Mohammad S. Alkousa, Eduard Gorbunov, Fedor S. Stonyakin, Pavel E. Dvurechensky, Alexander V. Gasnikov

J. Optim. Theory Appl., December, 2025

On the Equivalence of Optimal Transport Problem and Action Matching with Optimal Vector Fields.

Nikita Kornilov, Alexander Korotin

CoRR, October, 2025

Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs).

Nikita Kornilov, David Li, Tikhon Mavrin, Aleksei Leonov, Nikita Gushchin, Evgeny Burnaev, Iaroslav Koshelev, Alexander Korotin

CoRR, September, 2025

Sign Operator for Coping with Heavy-Tailed Noise: High Probability Convergence Bounds with Extensions to Distributed Optimization and Comparison Oracle.

Nikita Kornilov, Philip Zmushko, Andrei Semenov, Alexander V. Gasnikov, Aleksandr Beznosikov

CoRR, February, 2025

2024

Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits.

Yuriy Dorn, Nikita Kornilov, Nikolay Kutuzov, Alexander Nazin, Eduard Gorbunov, Alexander V. Gasnikov

Comput. Manag. Sci., June, 2024

Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting.

Sergei Kholkin, Grigoriy Ksenofontov, David Li, Nikita Kornilov, Nikita Gushchin, Evgeny Burnaev, Alexander Korotin

CoRR, 2024

Optimal Flow Matching: Learning Straight Trajectories in Just One Step.

Nikita Kornilov, Alexander V. Gasnikov, Alexander Korotin

CoRR, 2024

Optimal Flow Matching: Learning Straight Trajectories in Just One Step.

Nikita Kornilov, Petr Mokrov, Alexander V. Gasnikov, Alexander Korotin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Gradient-free methods for non-smooth convex stochastic optimization with heavy-tailed noise on convex compact.

Nikita Kornilov, Alexander V. Gasnikov, Pavel E. Dvurechensky, Darina Dvinskikh

Comput. Manag. Sci., December, 2023

Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance.

Nikita Kornilov, Ohad Shamir, Aleksandr V. Lobanov, Darina Dvinskikh, Alexander V. Gasnikov, Innokentiy Shibaev, Eduard Gorbunov, Samuel Horváth

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023