Nikolay Kutuzov

According to our database, Nikolay Kutuzov authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models.

Nikolay Kutuzov, Makar Baderko, Stepan Kulibaba, Artem Dzhalilov, Daniel Bobrov, Maxim Mashtaler, Alexander V. Gasnikov

CoRR, August, 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

Exploring Applications of State Space Models and Advanced Training Techniques in Sequential Recommendations: A Comparative Study on Efficiency and Performance.

Mark Obozov, Makar Baderko, Stepan Kulibaba, Nikolay Kutuzov, Alexander V. Gasnikov

CoRR, 2024

In Vivo Deep Learning Estimation of Diffusion Coefficients of Nanoparticles.

Julius B. Kirkegaard, Nikolay Kutuzov, Rasmus Netterstrøm, Sune Darkner, Martin Johannes Lauritzen, François Lauze

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Breaking the Heavy-Tailed Noise Barrier in Stochastic Optimization Problems.

Nikita Puchkin, Eduard Gorbunov, Nikolay Kutuzov, Alexander V. Gasnikov

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Deep Learning-Assisted Localisation of Nanoparticles in synthetically generated two-photon microscopy images.

Rasmus Netterstrøm, Nikolay Kutuzov, Sune Darkner, Maurits Jørring Pallesen, Martin Johannes Lauritzen, Kenny Erleben, François Lauze

CoRR, 2023