2019

Oleg Voynov, Alexey Artemov, Vage Egiazarian, Alexander Notchenko, Gleb Bobrovskikh, Evgeny Burnaev, Denis Zorin
International Conference on Computer Vision 2019
Maria Taktasheva, Albert Matveev, Alexey Artemov, Evgeny Burnaev
Analysis of Images, Social networks and Texts 2019
Maria Kolos, Anton Marin, Alexey Artemov, Evgeny Burnaev
International Symposium on Neural Networks 2019
Alexey Bokhovkin, Evgeny Burnaev
International Symposium on Neural Networks 2019
Sebastian Koch, Albert Matveev, Zhongshi Jiang, Francis Williams, Alexey Artemov, Evgeny Burnaev, Marc Alexa, Denis Zorin, Daniele Panozzo
Conference on Computer Vision and Pattern Recognition 2019
Ivan Barabanau, Alexey Artemov, Evgeny Burnaev, Vyacheslav Murashkin
arXiv 2019
[Paper]
Aibek Alanov, Max Kochurov, Denis Volkhonskiy, Daniil Yashkov, Evgeny Burnaev, Dmitry Vetrov
arXiv 2019
[Paper]
Denis Volkhonskiy, Ekaterina Muravleva, Oleg Sudakov, Denis Orlov, Boris Belozerov, Vladislav Krutko, Evgeny Burnaev, Dmitry Koroteev
arXiv 2019
[Paper]

2017

Minimax approach to variable fidelity data interpolation

Alexey Zaytsev, Evgeny Burnaev
Artificial Intelligence and Statistics 2017

Large scale variable fidelity surrogate modeling

Alexey Zaytsev, Evgeny Burnaev
Annals of Mathematics and Artificial Intelligence 2017

Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions

Evgeny Burnaev, Ivan Panin, Bruno Sudret
Annals of Mathematics and Artificial Intelligence 2017

Automatic construction of a recurrent neural network based classifier for vehicle passage detection

Evgeny Burnaev, Ivan Koptelov, German Novikov, Timur Khanipov
Ninth International Conference on Machine Vision (ICMV 2016) 2017

2016

Datafusion for biological simulations: Application to toxins

Alexandra Laugerotte, Alexey Zaytsev, Evgeny Burnaev, Dmitry Khominich, Laurent Pons, Stephane Alestr
Toxicon 2016

The influence of parameter initialization on the training time and accuracy of a nonlinear regression model

Evgeny Burnaev, Pavel Erofeev
Journal of Communications Technology and Electronics 2016

Computationally efficient algorithm for Gaussian Process regression in case of structured samples

Mikhail Belyaev, Evgeny Burnaev, Yermek Kapushev
Computational Mathematics and Mathematical Physics 2016

Regression on the basis of nonstationary Gaussian processes with Bayesian regularization

Evgeny Burnaev, Maxim Panov, Alexey Zaytsev
Journal of communications technology and electronics 2016

Effective design for sobol indices estimation based on polynomial chaos expansions

Evgeny Burnaev, Ivan Panin, Bruno Sudret
Symposium on Conformal and Probabilistic Prediction with Applications 2016

GTApprox: Surrogate modeling for industrial design

Mikhail Belyaev, Evgeny Burnaev, Yermek Kapushev, Maxim Panov, Pavel Prikhodko, Dmitry Vetrov, Dmitry Yarotsky
Advances in Engineering Software 2016

Application of sorting and next generation sequencing to study 5'-UTR influence on translation efficiency in Escherichia coli

Sergey Evfratov, Ilya Osterman, Ekaterina Komarova, Alexandra Pogorelskaya, Maria Rubtsova, Timofei Zatsepin, Tatiana Semashko, Elena Kostryukova, Andrey Mironov, Evgeny Burnaev, others
Nucleic acids research 2016

Conformalized kernel ridge regression

Evgeny Burnaev, Ivan Nazarov
2016 15th IEEE international conference on machine learning and applications (ICMLA)

Detecting performance degradation of software-intensive systems in the presence of trends and long-range dependence

Alexey Artemov, Evgeny Burnaev
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)

One-class SVM with privileged information and its application to malware detection

Evgeny Burnaev, Dmitry Smolyakov
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)

2015

Optimal estimation of a signal, observed in a fractional Gaussian noise

Alexey Artemov, Evgeny Burnaev
Teoriya Veroyatnostei i ee Primeneniya 2015

On an iterative algorithm for calculating weighted principal components

Evgeny Burnaev, Svetlana Chernova
Journal of Communications Technology and Electronics 2015

Surrogate modeling of multifidelity data for large samples

Evgeny Burnaev, Alexey Zaytsev
Journal of Communications Technology and Electronics 2015

Gaussian process regression for structured data sets

Mikhail Belyaev, Evgeny Burnaev, Yermek Kapushev
International Symposium on Statistical Learning and Data Sciences 2015

Adaptive design of experiments based on gaussian processes

Evgeny Burnaev, Maxim Panov
International Symposium on Statistical Learning and Data Sciences 2015

Adaptive design of experiments for sobol indices estimation based on quadratic metamodel

Evgeny Burnaev, Ivan Panin
International Symposium on Statistical Learning and Data Sciences 2015

Model selection for anomaly detection

Evgeny Burnaev, Pavel Erofeev, Dmitry Smolyakov
Eighth International Conference on Machine Vision (ICMV 2015)

Nonparametric decomposition of quasi-periodic time series for change-point detection

Alexey Artemov, Evgeny Burnaev, Andrey Lokot
Eighth International Conference on Machine Vision (ICMV 2015)

Ensembles of detectors for online detection of transient changes

Alexey Artemov, Evgeny Burnaev
Eighth International Conference on Machine Vision (ICMV 2015)

Influence of resampling on accuracy of imbalanced classification

Evgeny Burnaev, Pavel Erofeev, Artem Papanov
Eighth International Conference on Machine Vision (ICMV 2015)

2014

Efficiency of conformalized ridge regression

Evgeny Burnaev, Vladimir Vovk
Conference on Learning Theory 2014

Construction of Low Dimensional Structures from Object Surface Description using Feature Extraction Technique

Keiichi Sato, Stephane Alestra, Evgeny Burnaev, Pavel Prikhodko
日本機械学会誌 2014

Building data fusion surrogate models for spacecraft aerodynamic problems with incomplete factorial design of experiments

Mikhail Belyaev, Evgeny Burnaev, Ermek Kapushev, Stephane Alestra, Marc Dormieux, Antoine Cavailles, Davy Chaillot, Eugenio Ferreira
Advanced Materials Research 2014

Application of rare event anticipation techniques to aircraft health management

Stephane Alestra, Cristophe Bordry, Cristophe Brand, Evgeny Burnaev, Pavel Erofeev, Artem Papanov, Cassiano Silveira-Freixo
Advanced Materials Research 2014

On approximation of reserve factors dependency on loads for composite stiffened panels

Grigoriy Sterling, Pavel Prikhodko, Evgeny Burnaev, Mikhail Belyaev, Stephane Grihon
Advanced Materials Research 2014

Properties of the Bayesian parameter estimation of a regression based on Gaussian processes

Alexey Zaytsev, Evgeny Burnaev, Vladimir Spokoiny
Journal of Mathematical Sciences 2014

2013

Surrogate modeling of stability constraints for optimization of composite structures

Stephane Grihon, Evgeny Burnaev, Mikhail Belyaev, Pavel Prikhodko
Surrogate-Based Modeling and Optimization 2013

The Bernstein-von Mises theorem for regression based on Gaussian processes

Evgeny Burnaev, Alexey Zaytsev, Vladimir Spokoiny
Russ. Math. Surv 2013

On a method for constructing ensembles of regression models

Evgeny Burnaev, Pavel Prikhodko
Automation and Remote Control 2013

Properties of the posterior distribution of a regression model based on Gaussian random fields

Alexey Zaytsev, Evgeny Burnaev, Vladimir Spokoiny
Automation and Remote Control 2013