Student

Ilgam Latypov

Optimization, online optimization, decision making.

About

I am a researcher currently completing my Master’s degree at MIPT. My core expertise lies in online optimization and multi-armed bandit algorithms. Beyond this, I am broadly interested in decision theory and the many applications of mathematical optimization — ranging from fundamental theoretical frameworks to optimizing complex systems with machine learning.

Publications

2025

Paper
UCB-type Algorithm for Budget-Constrained Expert Learning
Ilgam Latypov, Alexandra Suvorikova, Alexey Kroshnin, Alexander Gasnikov, Yuriy Dorn

arXiv · 2025/10/26
Paper
Fast UCB-type algorithms for stochastic bandits with heavy and super heavy symmetric noise
Yuriy Dorn, Aleksandr Katrutsa, Ilgam Latypov, Andrey Pudovikov

AAMAS 2025 · 2025/06/05
Paper
Functional multi-armed bandit and the best function identification problems
Yuriy Dorn, Aleksandr Katrutsa, Ilgam Latypov, Anastasiia Soboleva

AAMAS 2026 · 2025/03/01
Paper
γ-Competitiveness: An Approach to Multi-Objective Optimization with High Computation Costs in Lipschitz Functions
Ilgam Latypov, Yuriy Dorn

Operations Research Forum · 2025/01/14

2024

Paper
EEvA: Fast Expert-Based Algorithms for Buffer Page Replacement
Alexander Demin, Yuriy Dorn, Aleksandr Katrutsa, Daniil Kazantsev, Ilgam Latypov, Yulia Maximlyuk, Denis Ponomaryov

arXiv · 2024/04/30