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)

Breaking the Heavy-Tailed Noise Barrier in Stochastic Optimization Problems. - Nikita Puchkin; Eduard Gorbunov; Nikolay Kutuzov; Alexander V. Gasnikov (AISTATS, 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 (MICCAI (2), 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 Gasnikov (CoRR, 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., 2024)