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Aleksandr Katrutsa
Aleksandr Katrutsa
AIRI
Verified email at phystech.edu
Title
Cited by
Cited by
Year
Comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria
A Katrutsa, V Strijov
Expert Systems with Applications 76, 1-11, 2017
1182017
Black-box learning of multigrid parameters
A Katrutsa, T Daulbaev, I Oseledets
Journal of Computational and Applied Mathematics 368, 112524, 2020
67*2020
Interpolation technique to speed up gradients propagation in neural ODEs
T Daulbaev, A Katrutsa, L Markeeva, J Gusak, A Cichocki, I Oseledets
Advances in Neural Information Processing Systems 33, 16689-16700, 2020
40*2020
Stress test procedure for feature selection algorithms
AM Katrutsa, VV Strijov
Chemometrics and Intelligent Laboratory Systems 142, 172-183, 2015
252015
Towards understanding normalization in neural ODEs
J Gusak, L Markeeva, T Daulbaev, A Katrutsa, A Cichocki, I Oseledets
ICLR 2020 Workshop on Integration of Deep Neural Models and Differential …, 2020
172020
Machine learning methods for estimation the indicators of phosphogypsum influence in soil
MA Pukalchik, AM Katrutsa, D Shadrin, VA Terekhova, IV Oseledets
Journal of Soils and Sediments 19, 2265-2276, 2019
142019
Survey on Efficient Training of Large Neural Networks.
J Gusak, D Cherniuk, A Shilova, A Katrutsa, D Bershatsky, X Zhao, ...
IJCAI, 5494-5501, 2022
13*2022
Robust selection of multicollinear features in forecasting
RG Neichev, AM Katrutsa, VV Strizhov
Industrial laboratory. Diagnostics of materials 82 (3), 68-74, 2016
7*2016
Follow the bisector: a simple method for multi-objective optimization
A Katrutsa, D Merkulov, N Tursynbek, I Oseledets
arXiv preprint arXiv:2007.06937, 2020
62020
Fast, memory-efficient low-rank approximation of SimRank
IV Oseledets, GV Ovchinnikov, AM Katrutsa
Journal of Complex Networks 5 (1), 111-126, 2017
62017
Multiparticle Kalman filter for object localization in symmetric environments
R Korkin, I Oseledets, A Katrutsa
Expert Systems with Applications 237, 121408, 2024
32024
Extension of dynamic mode decomposition for dynamic systems with incomplete information based on t-model of optimal prediction
A Katrutsa, S Utyuzhnikov, I Oseledets
Journal of Computational Physics 476, 111913, 2023
32023
Memory-Efficient Backpropagation through Large Linear Layers
D Bershatsky, A Mikhalev, A Katrutsa, J Gusak, D Merkulov, I Oseledets
arXiv preprint arXiv:2201.13195, 2022
32022
Проблема мультиколлинеарности при выборе признаков в регрессионных задачах
АМ Катруца, ВВ Стрижов
Информационные технологии 21 (1), 8-18, 2015
32015
NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizer
V Leplat, D Merkulov, A Katrutsa, D Bershatsky, O Tsymboi, I Oseledets
arXiv preprint arXiv:2209.14937, 2022
22022
Practical shift choice in the shift-and-invert Krylov subspace evaluations of the matrix exponential
A Katrutsa, M Botchev, I Oseledets
arXiv preprint arXiv:1909.13059, 2019
22019
How to optimize preconditioners for the conjugate gradient method: a stochastic approach
A Katrutsa, M Botchev, G Ovchinnikov, I Oseledets
arXiv preprint arXiv:1806.06045, 2018
22018
Metric concentration search procedure using reduced matrix of pairwise distances
AM Katrutsa, MP Kuznetsov, KV Rudakov, VV Strijov
Intelligent Data Analysis 19 (5), 1091-1108, 2015
22015
Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples
N Stasenko, D Shadrin, A Katrutsa, A Somov
IEEE Transactions on Instrumentation and Measurement, 2023
12023
Meta-solver for neural ordinary differential equations
J Gusak, A Katrutsa, T Daulbaev, A Cichocki, I Oseledets
arXiv preprint arXiv:2103.08561, 2021
12021
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Articles 1–20