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Evgeny Burnaev
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ABC: A Big CAD Model Dataset For Geometric Deep Learning
S Koch, A Matveev, Z Jiang, F Williams, A Artemov, E Burnaev, M Alexa, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
1962019
Reinforcement learning for combinatorial optimization: A survey
N Mazyavkina, S Sviridov, S Ivanov, E Burnaev
Computers & Operations Research 134, 105400, 2021
1562021
Anonymous Walk Embeddings
S Ivanov, E Burnaev
ICML Proceedings; arXiv preprint arXiv:1805.11921, 2018
1472018
Steganographic generative adversarial networks
D Volkhonskiy, I Nazarov, E Burnaev
12th Int. Conf. on Machine Vision (ICMV 2019) 11433, 114333M, 2020
1332020
Driving digital rock towards machine learning: predicting permeability with gradient boosting and deep neural networks
O Sudakov, E Burnaev, D Koroteev
Computers & geosciences 127, 91-98, 2019
1312019
Influence of resampling on accuracy of imbalanced classification
E Burnaev, P Erofeev, A Papanov
Eighth International Conference on Machine Vision, 987521-987521-5, 2015
862015
One-class SVM with privileged information and its application to malware detection
E Burnaev, D Smolyakov
Data Mining Workshops (ICDMW), 2016 IEEE 16th International Conference on …, 2016
642016
A predictive model for steady-state multiphase pipe flow: Machine learning on lab data
EA Kanin, AA Osiptsov, AL Vainshtein, EV Burnaev
Journal of Petroleum Science and Engineering 180, 727-746, 2019
592019
GTApprox: surrogate modeling for industrial design
M Belyaev, E Burnaev, E Kapushev, M Panov, P Prikhodko, D Vetrov, ...
Advances in Engineering Software 102, 29-39, 2016
572016
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
502017
Efficiency of conformalized ridge regression
E Burnaev, V Vovk
Conference on Learning Theory, 605-622, 2014
482014
Adaptive design of experiments based on gaussian processes
E Burnaev, M Panov
International Symposium on Statistical Learning and Data Sciences, 116-125, 2015
472015
Deep neural networks predicting oil movement in a development unit
P Temirchev, M Simonov, R Kostoev, E Burnaev, I Oseledets, A Akhmetov, ...
Journal of Petroleum Science and Engineering 184, 106513, 2020
462020
Deep neural networks predicting oil movement in a development unit
P Temirchev, M Simonov, R Kostoev, E Burnaev, I Oseledets, A Akhmetov, ...
Journal of Petroleum Science and Engineering 184, 106513, 2020
462020
Boundary Loss for Remote Sensing Imagery Semantic Segmentation
A Bokhovkin, E Burnaev
International Symposium on Neural Networks, 388-401, 2019
452019
NAS-Bench-NLP: neural architecture search benchmark for natural language processing
N Klyuchnikov, I Trofimov, E Artemova, M Salnikov, M Fedorov, A Filippov, ...
IEEE Access 10, 45736-45747, 2022
432022
Esports Athletes and Players: a Comparative Study
N Khromov, A Korotin, A Lange, A Stepanov, E Burnaev, A Somov
IEEE Pervasive Computing 18 (3), 31-39, 2019
412019
Quadrature-based features for kernel approximation
M Munkhoeva, Y Kapushev, E Burnaev, I Oseledets
Advances in Neural Information Processing Systems 31, 2018
402018
Quadrature-based features for kernel approximation
M Munkhoeva, Y Kapushev, E Burnaev, I Oseledets
Advances in neural information processing systems 31, 9147-9156, 2018
402018
Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions
E Burnaev, I Panin, B Sudret
Annals of Mathematics and Artificial Intelligence, 1-21, 2017
402017
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Articles 1–20