Publications

2016

Burnaev E., Koptelov I., Novikov G., Khanipov T., "Automatic Construction of a Recurrent Neural Network based Classifier for Vehicle Passage Detection, Proceedings of SPIE - The International Society for Optical Engineering, September 2016 http://iitp.ru/https://www.researchgate.net/publication/308638532_Automatic_Construction_of_a_Recurrent_Neural_Netw
Panov M., Panov M. Nonasymptotic approach to Bayesian semiparametric inference // Doklady Mathematics, Volume 93, Number 2, 2016, pp. 155-158. http://link.springer.com/article/10.1134/S1064562416020101

2015

Panov M., Burnaev E., Evgeny Burnaev, Maxim Panov "Adaptive Design of Experiments Based on Gaussian Processes". Statistical Learning and Data Sciences Volume 9047 of the series Lecture Notes in Computer Science pp. 116-125. http://link.springer.com/chapter/10.1007%2F978-3-319-17091-6_7
Panov M., Maxim Panov, Vladimir Spokoiny, Finite Sample Bernsteinvon Mises Theorem for Semiparametric Problems, Bayesian Analysis, 10:3 (2015), 665710. http://iitp.ru/https://projecteuclid.org/euclid.ba/1422884986

2014

Panov M., Maxim E. Panov , Vladimir G. Spokoiny "Critical dimension in the semiparametric Bernsteinvon Mises theorem". Proceedings of the Steklov Institute of Mathematics December 2014, Volume 287, Issue 1, pp 232-255. http://link.springer.com/article/10.1134%2FS0081543814080148

2013

Burnaev E., Spokoiny V., Zaytsev A., Properties of posterior distribution of parameters for Gaussian Processes Regression. Proceedings of the Conference on Structural Inference in Statistics, Potsdam, Germany, September 17-19. 2013. P. 27-28.
Burnaev E., Prikhodko P., Struzik A., Surrogate Models for Helicopter Loads. Proceedings of the 39th European Rotorcraft Forum, Moscow, Russia, 3-6 September. 2013. 9 P.
Burnaev E., Prikhodko P., Struzik A., Surrogate Models for Helicopter Loads. Proceedings of the 5th European Conference for Aeronautics and Space Sciences. Germany, Munich, 1-4 July. 2013. 9 P.
Burnaev E., Grihon S., Belyaev M., Prikhodko P., Surrogate Modeling of Stability Constraints for Optimization of Composite Structures. Surrogate-Based Modeling and Optimization. Engineering applications. Eds. by S. Koziel, L. Leifsson. Springer, 2013. P. 359-391.
Krymova E., Chernousova E., Golubev Y., Ordered smoothers with exponential weighting. Electron. J. Statist. Vol 7, 2013. Pp. 2395-2419.
Burnaev E., Belyaev M., Approximation of a Multidimensional Dependency based on a Linear Expansion in a Dictionary of Parametric Functions. Informatics and its applications. 2013. Vol. 7. No. 3. P. 114125.

2011

Panov M., Maxim Panov, Alexander Tatarchuk, Vadim Mottl, David Windridge "A Modified Neutral Point Method for Kernel-Based Fusion of Pattern-Recognition Modalities with Incomplete Data Sets". Multiple Classifier Systems. Volume 6713 of the series Lecture Notes in Computer Science pp. 126-136. http://link.springer.com/chapter/10.1007%2F978-3-642-21557-5_15#page-1

2010

Kuleshov A., Bernstein A., Burnaev E., . - (, 19-26 2010 ., ). .: , 2010. . 209-210.
Kuleshov A., Bernstein A., Burnaev E., Metamodeling with using domain-specific knowledge. Proceedings of the 8th International Conference on Intelligent Information Processing (IIP-2010), October, 17-24, 2010, Republic of Cyprus, Paphos, .: , p. 208 211.
Kuleshov A., Bernstein A., Burnaev E., Adaptive Models of Complex Systems Based on Data Handling. Proceedings of the 3rd International Conference on Inductive Modelling ICIM"2010, May 16-22, 2010, Kyiv, Ukraine, p. 64 71.
Kuleshov A., Bernstein A., Burnaev E., Invariant approximation and its application for integration of data-domain knowledge into metamodels. Proceedings of 9th International Conference on Computer Data Analysis and Modeling: Complex Stochastic Data and Systems (CDAM2010), September, 7-11, 2010, Minsk, Belarus, 2010. 4 p.

2009

Burnaev E., Shiryaev A.N.
, Feinberg E.A., On Asymptotic Optimality of the Second Order in the Minimax Quickest Detection Problem of Drift Change for Brownian Motion. Theory of Probability and its Applications, 53(3), 519-536, 2009.
Burnaev E., Disorder Problem for Poisson Process in Generalized Bayesian Setting. Theory of Probability and its Applications, 53 (3), 500-518, 2009.
Burnaev E., Men'shikov I., A model of the functional state of participants of laboratory markets. Journal of Computer and Systems Sciences International, 48(6), 1002-1019, 2009.

2007

Burnaev E., 
Disorder problem for a Poisson process in the generalized Bayesian setting. 
Russian Mathematical Surveys, 62(4), 790-792, 2007.