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Alexander V. Bernstein
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Year
Conformal -NN Anomaly Detector for Univariate Data Streams
V Ishimtsev, A Bernstein, E Burnaev, I Nazarov
Conformal and Probabilistic Prediction and Applications, 213-227, 2017
502017
Manifold Learning: Generalization ability and tangent proximity.
AV Bernstein, AP Kuleshov
International Journal of Software & Informatics 7 (3), 2013
402013
Tangent bundle manifold learning via Grassmann&Stiefel eigenmaps
AV Bernstein, AP Kuleshov
arXiv preprint arXiv:1212.6031, 2012
382012
Cognitive technologies in adaptive models of complex plants
A Kuleshov, A Bernstein
IFAC Proceedings Volumes 42 (4), 1441-1452, 2009
352009
Fast aerodynamic model for design technology
A Bernstein, A Kuleshov, Y Sviridenko, V Vyshinsky
Proceedings of West-East High Speed Flow Field Conference (WEHSFF-2007 …, 2007
292007
Comparison of three geometric parameterization methods and their effect on aerodynamic optimization
F Zhu, N Qin, EV Burnaev, AV Bernstein, SS Chernova
Eurogen, 758-772, 2011
282011
Voxelwise 3d convolutional and recurrent neural networks for epilepsy and depression diagnostics from structural and functional mri data
M Pominova, A Artemov, M Sharaev, E Kondrateva, A Bernstein, ...
2018 IEEE International Conference on Data Mining Workshops (ICDMW), 299-307, 2018
242018
Reinforcement learning in computer vision
AV Bernstein, EV Burnaev
Tenth International Conference on Machine Vision (ICMV 2017) 10696, 458-464, 2018
232018
Manifold learning in regression tasks
A Bernstein, A Kuleshov, Y Yanovich
International Symposium on Statistical Learning and Data Sciences, 414-423, 2015
212015
Asymptotically optimal method in Manifold estimation
A Kuleshov, A Bernstein, Y Yanovich, L Márkus, V Prokaj
Abstracts of the XXIX-th European Meeting of Statisticians, 325, 2013
182013
Reinforcement learning for computer vision and robot navigation
AV Bernstein, EV Burnaev, ON Kachan
International Conference on Machine Learning and Data Mining in Pattern …, 2018
172018
Adaptive models of complex systems based on data handling
AP Kuleshov, AV Bernstein, EV Burnaev
Proceedings of the 3rd International Conference on Inductive Modelling, Kyiv …, 2010
172010
Kernel regression on manifold valued data
A Kuleshov, A Bernstein, E Burnaev
2018 IEEE 5th International Conference on Data Science and Advanced …, 2018
162018
Mri-based diagnostics of depression concomitant with epilepsy: in search of the potential biomarkers
M Sharaev, A Artemov, E Kondrateva, S Sushchinskaya, E Burnaev, ...
2018 IEEE 5th International Conference on Data Science and Advanced …, 2018
132018
Pattern recognition pipeline for neuroimaging data
M Sharaev, A Andreev, A Artemov, E Burnaev, E Kondratyeva, ...
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 306-319, 2018
132018
Conformal prediction in manifold learning
A Kuleshov, A Bernstein, E Burnaev
Conformal and Probabilistic Prediction and Applications, 234-253, 2018
132018
Information preserving and locally isometric&conformal embedding via tangent manifold learning
A Bernstein, A Kuleshov, Y Yanovich
2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015
132015
Low-dimensional data representation in data analysis
A Bernstein, A Kuleshov
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 47-58, 2014
122014
Manifold learning in data mining tasks
A Kuleshov, A Bernstein
International Workshop on Machine Learning and Data Mining in Pattern …, 2014
122014
Data-based manifold reconstruction via tangent bundle manifold learning
AV Bernstein, AP Kuleshov
ICML-2014, Topological Methods for Machine Learning Workshop, Beijing 25, 1-6, 2014
122014
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