Fast UCB-type Algorithms for Stochastic Bandits with Heavy and Super Heavy Symmetric Noise. - Yuriy Dorn; Aleksandr Katrutsa; Ilgam Latypov; Andrey Pudovikov (AAMAS, 2025)

BAT: Benchmark for Auto-bidding Task. - Alexandra Khirianova; Ekaterina Solodneva; Andrey Pudovikov; Sergey Osokin; Egor Samosvat; Yuriy Dorn; Alexander Ledovsky; Yana Zenkova (WWW, 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)