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 (CoRR, 2025)

Optimizing Online Advertising with Multi-Armed Bandits: Mitigating the Cold Start Problem under Auction Dynamics. - Anastasiia Soboleva; Andrey Pudovikov; Roman Snetkov; Alina Y. Babenko; Egor Samosvat; Yuriy Dorn (CoRR, 2025)

Functional multi-armed bandit and the best function identification problems. - Yuriy Dorn; Aleksandr Katrutsa; Ilgam Latypov; Anastasiia Soboleva (CoRR, 2025)