Senior Researcher · Ph.D.

Aleksandr Katrutsa

machine learning, deep learning, optimization, numerical analysis

About

Bio coming soon.

Publications

2026

Paper
Uncertainty Quantification of Click and Conversion Estimates for the Autobidding
Ivan Zhigalskii, Andrey Pudovikov, Aleksandr Katrutsa, Egor Samosvat

arXiv · 2026/03/02

2025

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
Functional multi-armed bandit and the best function identification problems
Yuriy Dorn, Aleksandr Katrutsa, Ilgam Latypov, Anastasiia Soboleva

AAMAS 2026 · 2025/03/01

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