Aleksandr Katrutsa

22 papers A 1Journal 20Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Uncertainty Quantification of Click and Conversion Estimates for the Autobidding. CoRR Ivan Zhigalskii, Andrey Pudovikov, Aleksandr Katrutsa, Egor Samosvat
2025	J	`jnl`	Autobidding Arena: unified evaluation of the classical and RL-based autobidding algorithms. CoRR Andrey Pudovikov, Alexandra Khirianova, Ekaterina Solodneva, Aleksandr Katrutsa, Egor Samosvat, Yuriy Dorn
2025	J	`jnl`	Cluster Topology-Driven Placement of Experts Reduces Network Traffic in MoE Inference. CoRR Danil Sivtsov, Aleksandr Katrutsa, Ivan V. Oseledets
2025	J	`jnl`	Data-driven optimal prediction with control. Commun. Nonlinear Sci. Numer. Simul. Aleksandr Katrutsa, Ivan V. Oseledets, Sergey V. Utyuzhnikov
2025	J	`jnl`	Dynamic Low-rank Approximation of Full-Matrix Preconditioner for Training Generalized Linear Models. CoRR Tatyana Matveeva, Aleksandr Katrutsa, Evgeny Frolov
2025	J	`jnl`	Empirical evaluation of the Frank-Wolfe methods for constructing white-box adversarial attacks. CoRR Kristina Korotkova, Aleksandr Katrutsa
2025	A	`conf`	Fast UCB-type Algorithms for Stochastic Bandits with Heavy and Super Heavy Symmetric Noise. AAMAS Yuriy Dorn, Aleksandr Katrutsa, Ilgam Latypov, Andrey Pudovikov
2025	J	`jnl`	Functional multi-armed bandit and the best function identification problems. CoRR Yuriy Dorn, Aleksandr Katrutsa, Ilgam Latypov, Anastasiia Soboleva
2025	J	`jnl`	NNTile: a machine learning framework capable of training extremely large GPT language models on a single node. CoRR Aleksandr Mikhalev, Aleksandr Katrutsa, Konstantin Sozykin, Ivan V. Oseledets
2025	J	`jnl`	RARe: Raising Ad Revenue Framework with Context-Aware Reranking. CoRR Ekaterina Solodneva, Alexandra Khirianova, Aleksandr Katrutsa, Roman Loginov, Andrey Tikhanov, Egor Samosvat, Yuriy Dorn
2025	J	`jnl`	Robust autobidding for noisy conversion prediction models. CoRR Andrey Pudovikov, Alexandra Khirianova, Ekaterina Solodneva, Gleb Molodtsov, Aleksandr Katrutsa, Yuriy Dorn, Egor Samosvat
2024	J	`jnl`	Data-driven optimal prediction with control. CoRR Aleksandr Katrutsa, Ivan V. Oseledets, Sergey V. Utyuzhnikov
2024	J	`jnl`	EEvA: Fast Expert-Based Algorithms for Buffer Page Replacement. CoRR Alexander Demin, Yuriy Dorn, Aleksandr Katrutsa, Daniil Kazantsev, Ilgam Latypov, Yulia Maximlyuk, Denis K. Ponomaryov
2024	J	`jnl`	Fast UCB-type algorithms for stochastic bandits with heavy and super heavy symmetric noise. CoRR Yuriy Dorn, Aleksandr Katrutsa, Ilgam Latypov, Andrey Pudovikov
2024	J	`jnl`	Federated privacy-preserving collaborative filtering for on-device next app prediction. User Model. User Adapt. Interact. Albert Saiapin, Gleb Balitskiy, Daniel Bershatsky, Aleksandr Katrutsa, Evgeny Frolov, Alexey A. Frolov, Ivan V. Oseledets, Vitaliy Kharin
2024	J	`jnl`	Multiparticle Kalman filter for object localization in symmetric environments. Expert Syst. Appl. Roman Korkin, Ivan V. Oseledets, Aleksandr Katrutsa
2023	J	`jnl`	Extension of Dynamic Mode Decomposition for dynamic systems with incomplete information based on t-model of optimal prediction. J. Comput. Phys. Aleksandr Katrutsa, Sergey V. Utyuzhnikov, Ivan V. Oseledets
2023	—	`conf`	Feature-Based Pipeline for Improving Unsupervised Anomaly Segmentation on Medical Images. UNSURE@MICCAI Daria Frolova, Aleksandr Katrutsa, Ivan V. Oseledets
2023	J	`jnl`	Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction. CoRR Albert Sayapin, Gleb Balitskiy, Daniel Bershatsky, Aleksandr Katrutsa, Evgeny Frolov, Alexey A. Frolov, Ivan V. Oseledets, Vitaliy Kharin
2023	J	`jnl`	Memory-efficient particle filter recurrent neural network for object localization. CoRR Roman Korkin, Ivan V. Oseledets, Aleksandr Katrutsa
2023	J	`jnl`	Multiparticle Kalman filter for object localization in symmetric environments. CoRR Roman Korkin, Ivan V. Oseledets, Aleksandr Katrutsa
2022	J	`jnl`	NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizers. CoRR Valentin Leplat, Daniil Merkulov, Aleksandr Katrutsa, Daniel Bershatsky, Ivan V. Oseledets