Evgeny Burnaev

发表

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

Evgeny Burnaev, P. D. Erofeev, 2016 .

Application of Rare Event Anticipation Techniques to Aircraft Health Management

Pavel Erofeev, Artem Papanov, Evgeny Burnaev, 2014 .

Gaussian process classification for variable fidelity data

Evgeny Burnaev, Nikita Klyuchnikov, 2020, Neurocomputing.

Surrogate Modeling of Stability Constraints for Optimization of Composite Structures

Stéphane Grihon, Evgeny Burnaev, Mikhail Belyaev, 2013 .

Monocular 3D Object Detection via Geometric Reasoning on Keypoints pdf

Evgeny Burnaev, Ivan Barabanau, Alexey Artemov, 2019, VISIGRAPP.

Meta-Learning for Meta-Learning for Resampling Recommendation Systems

Pavel Erofeev, Artem Papanov, Evgeny Burnaev, 2017 .

Towards forecast techniques for business analysts of large commercial data sets using matrix factorization methods

Evgeny Burnaev, Rodrigo Rivera-Castro, Ivan Nazarov, 2018, Journal of Physics: Conference Series.

Datafusion for biological simulations: Application to toxins

Alexey Zaytsev, Evgeny Burnaev, Alexandra Laugerotte, 2016 .

Minimax Error of Interpolation and Optimal Design of Experiments for Variable Fidelity Data

Alexey Zaytsev, Evgeny Burnaev, 2016 .

Artificial Neural Network Surrogate Modeling of Oil Reservoir: a Case Study

Oleg Sudakov, Evgeny Burnaev, Dmitri Koroteev, 2019, ISNN.

Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks pdf

Evgeny Burnaev, Alexey Artemov, Maria Kolos, 2019, ISNN.

Generative Adversarial Networks for Image Steganography

Denis Volkhonskiy, Evgeny Burnaev, Boris Borisenko, 2017 .

A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data pdf

Evgeny Burnaev, Albert Vainshtein, Evgenii Kanin, 2019, Journal of Petroleum Science and Engineering.

Surrogate modeling of multifidelity data for large samples

Alexey Zaytsev, Evgeny Burnaev, 2015 .

Rare Failure Prediction via Event Matching for Aerospace Applications

Evgeny Burnaev, 2019, 2019 3rd International Conference on Circuits, System and Simulation (ICCSS).

Boundary Loss for Remote Sensing Imagery Semantic Segmentation pdf

Evgeny Burnaev, Alexey Bokhovkin, Alexey Bokhovkin, 2019, ISNN.

Visual Fixations Duration as an Indicator of Skill Level in eSports pdf

Andrey Somov, Evgeny Burnaev, Boris B. Velichkovsky, 2019, INTERACT.

Adversarial Attacks on Deep Models for Financial Transaction Records

Gleb Gusev, Evgeny Burnaev, Rodrigo Rivera-Castro, 2021, KDD.

Data-driven model for hydraulic fracturing design optimization. Part II: Inverse problem pdf

Evgeny Burnaev, Egor Shel, Albert Vainshtein, 2021, ArXiv.

Detecting Video Game Player Burnout With the Use of Sensor Data and Machine Learning

Paul Lukowicz, Bo Zhou, Andrey Somov, 2020, IEEE Internet of Things Journal.

COHORTNEY: Non-Parametric Clustering of Event Sequences

Evgeny Burnaev, Rodrigo Rivera-Castro, Nina Kaploukhaya, 2021 .

Unpaired Depth Super-Resolution in the Wild

Denis Zorin, Evgeny Burnaev, Oleg Voynov, 2021 .

Properties of the Bayesian Parameter Estimation of a Regression Based on Gaussian Processes

Evgeny Burnaev, Vladimir Spokoiny, Alexey Zaytsev, 2014 .

Regression on the basis of nonstationary Gaussian processes with Bayesian regularization

Maxim Panov, Evgeny Burnaev, Maxim Panov, 2016 .

On Approximation of Reserve Factors Dependency on Loads for Composite Stiffened Panels

Stéphane Grihon, Mikhail Belyaev, Evgeny Burnaev, 2014 .

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

Evgeny Burnaev, Vladimir Spokoiny, Alexey Zaytsev, 2013 .

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

Mikhail S. Gelfand, Elena S. Kostryukova, Andrey A. Mironov, 2016, Nucleic acids research.

Exact Inference for Gaussian Process Regression in case of Big Data with the Cartesian Product Structure

Mikhail Belyaev, Evgeny Burnaev, Yermek Kapushev, 2014, 1403.6573.

Building Data Fusion Surrogate Models for Spacecraft Aerodynamic Problems with Incomplete Factorial Design of Experiments

Ermek Kapushev, Mikhail Belyaev, Evgeny Burnaev, 2014 .

Application of Machine Learning Technologies for Rapid 3D Modelling of Inflow to the Well in the Development System

Ivan Oseledets, Dmitry Koroteev, Evgeny Burnaev, 2018 .

On an iterative algorithm for calculating weighted principal components

Evgeny Burnaev, S. S. Chernova, Evgeny Burnaev, 2015 .

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

Evgeny Burnaev, Evgeny Burnaev, M. Belyaev, 2016, Computational Mathematics and Mathematical Physics.