Group Lead · Ph.D.

Yuriy Dorn

Convex optimization, Mathematical Programming, Optimization, Applied Mathematics, Optimization Methods, Optimization Theory.

Google Scholar dornyv@my.msu.ru

About

Field of interest:

Algorithmic Game Theory and Mechanism Design.
Convex Optimization.
Combinatorial Optimization.
Optimization Applications and Modeling.

Publications

2026

Paper
VK-LSVD: A Large-Scale Industrial Dataset for Short-Video Recommendation
Alexander Poplavsky, Alexander D'yakonov, Yuriy Dorn, Andrey Zimovnov

Proceedings of the ACM Web Conference 2026 · 2026/04/12
Paper
Practical MCTS-based Query Optimization: A Reproducibility Study and new MCTS algorithm for complex queries
Vladimir Burlakov, Alena Rybakina, Sergey Kudashev, Konstantin Gilev, Alexander Demin, Denis Ponomaryov, Yuriy Dorn

arXiv · 2026/03/17
Journal
IDENTIFICATION OF THE BRAESS PARADOX IN A STABLE DYNAMIC MODEL IN NETWORK WITH ONE SOURCE AND MULTIPLE SINKS
Oleg Shitikov, Yuriy Dorn

Journal of Mathematical Sciences · 2026/01/09

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
Autobidding Arena: unified evaluation of the classical and RL-based autobidding algorithms
Andrey Pudovikov, Aleksandra Khirianova, Ekaterina Solodneva, Aleksandr Katrutsa, Egor Samosvat, Yuriy Dorn

arXiv · 2025/10/22
Paper
RARe: Raising Ad Revenue Framework with Context-Aware Reranking
Ekaterina Solodneva, Aleksandra Khirianova, Aleksandr Katrutsa, Roman Loginov, Andrey Tikhanov, Egor Samosvat, Yuriy Dorn

AAMAS 2026 · 2025/10/09
Paper
Robust autobidding for noisy conversion prediction models
Andrey Pudovikov, Aleksandra Khirianova, Ekaterina Solodneva, Gleb Molodtsov, Aleksandr Katrutsa, Yuriy Dorn, Egor Samosvat

AAMAS 2026 · 2025/10/09
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
Bat: Benchmark for auto-bidding task
Aleksandra Khirianova, Ekaterina Solodneva, Andrey Pudovikov, Sergey Osokin, Egor Samosvat, Yuriy Dorn, Alexander Ledovsky, Yana Zenkova

Proceedings of the ACM on Web Conference 2025 · 2025/04/28
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
Optimizing Online Advertising with Multi-Armed Bandits: Mitigating the Cold Start Problem under Auction Dynamics
Anastasiia Soboleva, Andrey Pudovikov, Roman Snetkov, Alina Babenko, Egor Samosvat, Yuriy Dorn

arXiv · 2025/02/03
Paper
Optimal Traffic Allocation for Multi-Slot Sponsored Search: Balance of Efficiency and Fairness
Anastasiia Soboleva, Alexander Ledovsky, Yuriy Dorn, Egor Samosvat, Andrey Tikhanov, Fyodor Prazdnikov

arXiv · 2025/02/03
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

Journal
On quasi-convex smooth optimization problems by a comparison oracle
Alexander Gasnikov, Mohammad Alkousa, Aleksandr Lobanov, Yuriy Dorn, Fedor Stonyakin, Ilya Kuruzov, Sanjeev Singh

Russian Journal of Nonlinear Dynamics · 2024/12/28
Paper
Learning-Augmented Online Caching: New Upper Bounds
Daniel Skachkov, Denis Ponomaryov, Yuriy Dorn, Alexander Demin

arXiv · 2024/10/02
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
Journal
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 Gasnikov

Computational Management Science · 2024/01/29