Konstantin Sozykin

12 papers A* 1C 1Misc 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Global Optimization of Atomic Clusters via Physically-Constrained Tensor Train Decomposition. CoRR Konstantin Sozykin, Nikita Rybin, Andrei Chertkov, Anh Huy Phan, Ivan V. Oseledets, Alexander V. Shapeev, Ivan Novikov, Gleb V. Ryzhakov
2025	J	`jnl`	High-dimensional Optimization with Low Rank Tensor Sampling and Local Search. CoRR Konstantin Sozykin, Andrei Chertkov, Anh Huy Phan, Ivan V. Oseledets, Gleb V. Ryzhakov
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
2022	A*	`conf`	TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. NeurIPS Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh-Huy Phan, Andrzej S. Cichocki, Ivan V. Oseledets
2022	J	`jnl`	TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. CoRR Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets
2021	Misc	`conf`	Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices. ICASSP Anh-Huy Phan, Petr Tichavský, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Andrzej Cichocki
2020	—	`conf`	Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network. ECCV (29) Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
2020	J	`jnl`	Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network. CoRR Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
2019	—	`conf`	Model Predictive Path Integral Control for Car Driving with Autogenerated Cost map Based on Prior Map and Camera Image. ITSC Alexander Buyval, Aidar Gabdullin, Konstantin Sozykin, Alexandr Klimchik
2018	C	`conf`	Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks. SNPD Konstantin Sozykin, Stanislav I. Protasov, Adil Khan, Rasheed Hussain, Jooyoung Lee
2018	J	`jnl`	Using deep features for video scene detection and annotation. Signal Image Video Process. Stanislav I. Protasov, Adil Mehmood Khan, Konstantin Sozykin, Muhammad Ahmad
2017	J	`jnl`	Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks. CoRR Konstantin Sozykin, Adil Mehmood Khan, Stanislav I. Protasov, Rasheed Hussain