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Dmitry Kropotov
Dmitry Kropotov
Constructor University
Verified email at constructor.university
Title
Cited by
Cited by
Year
Scalable gaussian processes with billions of inducing inputs via tensor train decomposition
P Izmailov, A Novikov, D Kropotov
International Conference on Artificial Intelligence and Statistics, 726-735, 2018
672018
A superlinearly-convergent proximal Newton-type method for the optimization of finite sums
A Rodomanov, D Kropotov
International Conference on Machine Learning, 2597-2605, 2016
472016
Massive MIMO adaptive modulation and coding using online deep learning algorithm
E Bobrov, D Kropotov, H Lu, D Zaev
IEEE Communications Letters 26 (4), 818-822, 2021
232021
A randomized coordinate descent method with volume sampling
A Rodomanov, D Kropotov
SIAM Journal on Optimization 30 (3), 1878-1904, 2020
142020
On one method of non-diagonal regularization in sparse Bayesian learning
D Kropotov, D Vetrov
Proceedings of the 24th international conference on Machine learning, 457-464, 2007
122007
Automatic Determination of the Number of Components in the EM Algorithm of Restoration of a Mixture of Normal Distributions
DP Vetrov, DA Kropotov, AA Osokin
Computational Mathematics and Mathematical Physics 50, 733-746, 2010
82010
Knowledge representation and acquisition in expert systems for pattern recognition
OM Vasil’ev, DP Vetrov, DA Kropotov
Computational mathematics and mathematical physics 47, 1373-1397, 2007
82007
Mars: Masked automatic ranks selection in tensor decompositions
M Kodryan, D Kropotov, D Vetrov
International Conference on Artificial Intelligence and Statistics, 3718-3732, 2023
72023
3-D mouse brain model reconstruction from a sequence of 2-D slices in application to Allen brain atlas
A Osokin, D Vetrov, D Kropotov
Computational Intelligence Methods for Bioinformatics and Biostatistics: 6th …, 2010
72010
The Methods of Dependencies Description with the Help of Optimal Multistage Partitioning
OV Senko, AV Kuznetsova, DA Kropotov
Proceedings of the 18th International Workshop on Statistical Modelling …, 2003
72003
Variational segmentation algorithms with label frequency constraints
D Kropotov, D Laptev, A Osokin, D Vetrov
Pattern Recognition and Image Analysis 20, 324-334, 2010
62010
Variational relevance vector machine for tabular data
D Kropotov, D Vetrov, L Wolf, T Hassner
Proceedings of 2nd Asian Conference on Machine Learning, 79-94, 2010
52010
Automatic determination of the numbers of components in the EM algorithm for the restoration of a mixture of normal distributions
DP Vetrov, DA Kropotov, AA Osokin
Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki 50 (4), 770-783, 2010
52010
Optimal Bayesian classifier with arbitrary gaussian regularizer
D Kropotov, D Vetrov
Proc. of 7th Open German-Russian Workshop on Pattern Recognition and Image …, 2007
52007
Algoritmy vybora modelei i postroeniya kollektivnykh reshenii v zadachakh klassifikatsii, osnovannye na printsipe ustoichivosti
DP Vetrov, DA Kropotov
Algorithms for Model Selection and Constructing Collective Solutions in …, 2006
52006
The use of stability principle for kernel determination in relevance vector machines
D Kropotov, D Vetrov, N Ptashko, O Vasiliev
Neural Information Processing: 13th International Conference, ICONIP 2006 …, 2006
52006
RECOGNITION: A Universal Software System for Recognition, Data Mining, and Forecasting
YI Zhuravlev, VV Ryazanov, OV Senko, AS Biryukov, DP Vetrov, ...
Pattern Recognition and Image Analysis (Advances in Mathematical Theory and …, 2005
52005
The program system for intellectual data analysis, recognition and forecasting
YI Zhuravlev, VV Ryazanov, OV Senko, AS Biryukov, DP Vetrov, ...
WSEAS Transactions on Information Science and Applications 2 (1), 55-58, 2005
52005
The use of bayesian framework for kernel selection in vector machines classifiers
D Kropotov, N Ptashko, D Vetrov
Progress in Pattern Recognition, Image Analysis and Applications: 10th …, 2005
52005
Machine learning methods for spectral efficiency prediction in massive mimo systems
E Bobrov, S Troshin, N Chirkova, E Lobacheva, S Panchenko, D Vetrov, ...
arXiv preprint arXiv:2112.14423, 2021
42021
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Articles 1–20