Alexandr Katrutsa

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 14

Top Topics

Pairwise Distances

Ordinary Differential Equations

Search Procedure

Top Venues

J. Comput. Appl. Math.

IEEE Trans. Instrum. Meas.

Expert Syst. Appl.

Publications

Nikita Stasenko, Dmitry Shadrin, Alexandr Katrutsa, Andrey Somov
Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples. IEEE Trans. Instrum. Meas. 72 (2023)
Daniel Bershatsky, Aleksandr Mikhalev, Alexandr Katrutsa, Julia Gusak, Daniil Merkulov, Ivan V. Oseledets
Memory-Efficient Backpropagation through Large Linear Layers. CoRR (2022)
Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
Survey on Efficient Training of Large Neural Networks. IJCAI (2022)
Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleg Shlyazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
Survey on Large Scale Neural Network Training. CoRR (2022)
Alexandr Katrutsa, Sergey Utyuzhnikov, Ivan V. Oseledets
Extension of Dynamic Mode Decomposition for dynamic systems with incomplete information based on t-model of optimal prediction. CoRR (2022)
Julia Gusak, Alexandr Katrutsa, Talgat Daulbaev, Andrzej Cichocki, Ivan V. Oseledets
Meta-Solver for Neural Ordinary Differential Equations. CoRR (2021)
Talgat Daulbaev, Alexandr Katrutsa, Larisa Markeeva, Julia Gusak, Andrzej Cichocki, Ivan V. Oseledets
Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs. NeurIPS (2020)
Alexandr Katrutsa, Daniil Merkulov, Nurislam Tursynbek, Ivan V. Oseledets
Follow the bisector: a simple method for multi-objective optimization. CoRR (2020)
Alexandr Katrutsa, Talgat Daulbaev, Ivan V. Oseledets
Black-box learning of multigrid parameters. J. Comput. Appl. Math. 368 (2020)
Talgat Daulbaev, Alexandr Katrutsa, Larisa Markeeva, Julia Gusak, Andrzej Cichocki, Ivan V. Oseledets
Interpolated Adjoint Method for Neural ODEs. CoRR (2020)
Julia Gusak, Larisa Markeeva, Talgat Daulbaev, Alexandr Katrutsa, Andrzej Cichocki, Ivan V. Oseledets
Towards Understanding Normalization in Neural ODEs. CoRR (2020)
Alexandr Katrutsa, Mike A. Botchev, Ivan V. Oseledets
Practical shift choice in the shift-and-invert Krylov subspace evaluations of the matrix exponential. CoRR (2019)
Alexandr Katrutsa, Ivan V. Oseledets
Preconditioning Kaczmarz method by sketching. CoRR (2019)
Alexandr Katrutsa, Vadim V. Strijov
Comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria. Expert Syst. Appl. 76 (2017)
Alexandr Katrutsa, Mikhail P. Kuznetsov, Konstantin V. Rudakov, Vadim V. Strijov
Metric concentration search procedure using reduced matrix of pairwise distances. Intell. Data Anal. 19 (5) (2015)