Group Lead · Ph.D.

Yuriy Dorn

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

OOAARG

Google Scholar dornyv@my.msu.ru

About the researcher

Field of interest:

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

Publications

2026

paper8 Aug 2026KDD 2026
UCB-Based Feature Engineering for Cold-Start in Recommenders
Anastasiia Soboleva, Andrey Pudovikov, Aleksandr Katrutsa, Roman Snetkov, Alina Babenko, Egor Samosvat, Yuriy Dorn
Paper
paper16 Jul 2026SIGIR 2026
RRE-GTC: A Geo-Temporal Cluster Dataset for Real-Estate PriceEstimation and Market-Aware Search
Irina Govorova, Aleksandr Alekseitsev, Irina Podlipnova, Meruza Kubentayeva, Yuriy Dorn
Paper
preprint23 Jun 2026arXiv
Practical Training-Free MCTS Query Optimization
Vladimir Burlakov, Alena Rybakina, Sergey Kudashev, Konstantin Gilev, Alexander Demin, Denis Ponomaryov, Yuriy Dorn
arXiv
paper25 May 2026AAMAS 2026
Functional multi-armed bandit and the best function identification problems
Yuriy Dorn, Aleksandr Katrutsa, Ilgam Latypov, Anastasiia Soboleva
Paper
paper25 May 2026AAMAS 2026
Robust autobidding for noisy conversion prediction models
Andrey Pudovikov, Aleksandra Khirianova, Ekaterina Solodneva, Gleb Molodtsov, Aleksandr Katrutsa, Yuriy Dorn, Egor Samosvat
Paper
paper1 May 2026Natural Hazards Research
A duration-dependent flood depth-damage function calibrated using FEMA NFIP claims from three U.S. hurricanes
Ivan Novikov, Nikita Lazarichev, Denis Ayvazov, Aleksandr Popov, Yuriy Dorn, Roman Sultimov, Aleksandr Volkov, Andrei Osiptsov, Yury Maximov
Paper
paper12 Apr 2026Proceedings of the ACM Web Conference 2026
VK-LSVD: A Large-Scale Industrial Dataset for Short-Video Recommendation
Alexander Poplavsky, Alexander D'yakonov, Yuriy Dorn, Andrey Zimovnov
Paper
paper9 Jan 2026Journal of Mathematical Sciences
Identification of the Braess paradox in a stable dynamic model in network with one source and multiple sinks
Oleg Shitikov, Yuriy Dorn
Paper

2025

preprint26 Oct 2025arXiv
UCB-type Algorithm for Budget-Constrained Expert Learning
Ilgam Latypov, Alexandra Suvorikova, Alexey Kroshnin, Alexander Gasnikov, Yuriy Dorn
arXiv
preprint22 Oct 2025arXiv
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
preprint9 Oct 2025AAMAS 2026
RARe: Raising Ad Revenue Framework with Context-Aware Reranking
Ekaterina Solodneva, Aleksandra Khirianova, Aleksandr Katrutsa, Roman Loginov, Andrey Tikhanov, Egor Samosvat, Yuriy Dorn
arXiv
paper5 Jun 2025AAMAS 2025
Fast UCB-type algorithms for stochastic bandits with heavy and super heavy symmetric noise
Yuriy Dorn, Aleksandr Katrutsa, Ilgam Latypov, Andrey Pudovikov
arXiv
paper28 Apr 2025Proceedings of the ACM on Web Conference 2025
Bat: Benchmark for auto-bidding task
Aleksandra Khirianova, Ekaterina Solodneva, Andrey Pudovikov, Sergey Osokin, Egor Samosvat, Yuriy Dorn, Alexander Ledovsky, Yana Zenkova
Paper
preprint3 Feb 2025arXiv
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
preprint3 Feb 2025arXiv
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
paper14 Jan 2025Operations Research Forum
γ-Competitiveness: An Approach to Multi-Objective Optimization with High Computation Costs in Lipschitz Functions
Ilgam Latypov, Yuriy Dorn
arXiv

2024

paper28 Dec 2024Russian Journal of Nonlinear Dynamics
On quasi-convex smooth optimization problems by a comparison oracle
Alexander Gasnikov, Mohammad Alkousa, Aleksandr Lobanov, Yuriy Dorn, Fedor Stonyakin, Ilya Kuruzov, Sanjeev Singh
arXiv
preprint2 Oct 2024arXiv
Learning-Augmented Online Caching: New Upper Bounds
Daniel Skachkov, Denis Ponomaryov, Yuriy Dorn, Alexander Demin
arXiv
preprint30 Apr 2024arXiv
EEvA: Fast Expert-Based Algorithms for Buffer Page Replacement
Alexander Demin, Yuriy Dorn, Aleksandr Katrutsa, Daniil Kazantsev, Ilgam Latypov, Yulia Maximlyuk, Denis Ponomaryov
arXiv
paper29 Jan 2024Computational Management Science
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
arXiv