Alexander V. Bernstein
Alexander V. Bernstein
Подтвержден адрес электронной почты в домене skoltech.ru
Название
Процитировано
Процитировано
Год
Tangent bundle manifold learning via Grassmann&Stiefel eigenmaps
AV Bernstein, AP Kuleshov
arXiv preprint arXiv:1212.6031, 2012
322012
Manifold Learning: Generalization ability and tangent proximity.
AV Bernstein, AP Kuleshov
International Journal of Software & Informatics 7 (3), 2013
312013
Cognitive technologies in adaptive models of complex plants
A Kuleshov, A Bernstein
IFAC Proceedings Volumes 42 (4), 1441-1452, 2009
292009
Fast aerodynamic model for design technology
AV Bernstein, A Kuleshov, Y Sviridenko, V Vyshinsky
Proceedings of West-East High Speed Flow Field Conference, 19-22, 2007
282007
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
252011
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
182017
Manifold learning in regression tasks
A Bernstein, A Kuleshov, Y Yanovich
International Symposium on Statistical Learning and Data Sciences, 414-423, 2015
182015
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, 20-25, 2013
162013
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
162010
Manifold learning in data mining tasks
A Kuleshov, A Bernstein
International Workshop on Machine Learning and Data Mining in Pattern …, 2014
132014
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
122015
Low-dimensional data representation in data analysis
A Bernstein, A Kuleshov
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 47-58, 2014
122014
Kernel regression on manifold valued data
A Kuleshov, A Bernstein, E Burnaev
2018 IEEE 5th International Conference on Data Science and Advanced …, 2018
112018
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
112014
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
92018
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
82018
Incremental construction of low-dimensional data representations
A Kuleshov, A Bernstein
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 55-67, 2016
82016
Cognitive technologies in the problem of dimension reduction of geometrical object descriptions
A Bernstein, A Kuleshov
Information technologies and Computer systems 2, 6-19, 2008
82008
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
72018
Reinforcement learning in computer vision
AV Bernstein, EV Burnaev
Tenth International Conference on Machine Vision (ICMV 2017) 10696, 106961S, 2018
72018
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