Alexandr Katrutsa

15 papers A* 2Journal 13

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples. IEEE Trans. Instrum. Meas. Nikita Stasenko, Dmitrii Shadrin, Alexandr Katrutsa, Andrey Somov
2022	J	`jnl`	Extension of Dynamic Mode Decomposition for dynamic systems with incomplete information based on t-model of optimal prediction. CoRR Alexandr Katrutsa, Sergey V. Utyuzhnikov, Ivan V. Oseledets
2022	J	`jnl`	Memory-Efficient Backpropagation through Large Linear Layers. CoRR Daniel Bershatsky, Aleksandr Mikhalev, Alexandr Katrutsa, Julia Gusak, Daniil Merkulov, Ivan V. Oseledets
2022	A*	`conf`	Survey on Efficient Training of Large Neural Networks. IJCAI Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
2022	J	`jnl`	Survey on Large Scale Neural Network Training. CoRR Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleg Shlyazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
2021	J	`jnl`	Meta-Solver for Neural Ordinary Differential Equations. CoRR Julia Gusak, Alexandr Katrutsa, Talgat Daulbaev, Andrzej Cichocki, Ivan V. Oseledets
2020	J	`jnl`	Black-box learning of multigrid parameters. J. Comput. Appl. Math. Alexandr Katrutsa, Talgat Daulbaev, Ivan V. Oseledets
2020	J	`jnl`	Follow the bisector: a simple method for multi-objective optimization. CoRR Alexandr Katrutsa, Daniil Merkulov, Nurislam Tursynbek, Ivan V. Oseledets
2020	J	`jnl`	Interpolated Adjoint Method for Neural ODEs. CoRR Talgat Daulbaev, Alexandr Katrutsa, Larisa Markeeva, Julia Gusak, Andrzej Cichocki, Ivan V. Oseledets
2020	A*	`conf`	Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs. NeurIPS Talgat Daulbaev, Alexandr Katrutsa, Larisa Markeeva, Julia Gusak, Andrzej Cichocki, Ivan V. Oseledets
2020	J	`jnl`	Towards Understanding Normalization in Neural ODEs. CoRR Julia Gusak, Larisa Markeeva, Talgat Daulbaev, Alexandr Katrutsa, Andrzej Cichocki, Ivan V. Oseledets
2019	J	`jnl`	Practical shift choice in the shift-and-invert Krylov subspace evaluations of the matrix exponential. CoRR Alexandr Katrutsa, Mike A. Botchev, Ivan V. Oseledets
2019	J	`jnl`	Preconditioning Kaczmarz method by sketching. CoRR Alexandr Katrutsa, Ivan V. Oseledets
2017	J	`jnl`	Comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria. Expert Syst. Appl. Alexandr Katrutsa, Vadim V. Strijov
2015	J	`jnl`	Metric concentration search procedure using reduced matrix of pairwise distances. Intell. Data Anal. Alexandr Katrutsa, Mikhail P. Kuznetsov, Konstantin V. Rudakov, Vadim V. Strijov