Large scale variable fidelity surrogate modeling von Zaytsev, A., Burnaev, E.

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Algorithmic Foundations of Predictive Analytics in Industrial Engineering Design von Burnaev, E. V.

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Time-Series Classification for Industrial Applications: Road Surface Damage Detection Use Case von Burnaev, E. V.

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Functional Dimension Reduction in Predictive Modeling von Burnaev, E. V., Bernstein, A. V.

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Manifold Modeling in Machine Learning von Burnaev, E. V., Bernstein, A. V.

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1-Dimensional Topological Invariants to Estimate Loss Surface Non-Convexity von Voronkova, D. S., Barannikov, S. A., Burnaev, E. V.

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On Construction of Early Warning Systems for Predictive Maintenance in Aerospace Industry von Burnaev, E. V.

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Barcodes as Summary of Loss Function Topology von Barannikov, S. A., Korotin, A. A., Oganesyan, D. A., Emtsev, D. I., Burnaev, E. V.

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Fast multispectral deep fusion networks von V. Osin, A. Cichocki, E. Burnaev

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Surrogate modeling of multifidelity data for large samples von Burnaev, E. V., Zaytsev, A. A.

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The influence of parameter initialization on the training time and accuracy of a nonlinear regression model von Burnaev, E. V., Erofeev, P. D.

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Next Best View Planning via Reinforcement Learning for Scanning of Arbitrary 3D Shapes von Potapova, S. G., Artemov, A. V., Sviridov, S. V., Musatkina, D. A., Zorin, D. N., Burnaev, E. V.

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No Two Users Are Alike: Generating Audiences with Neural Clustering for Temporal Point Processes von Zhuzhel, V., Grabar, V., Kaploukhaya, N., Rivera-Castro, R., Mironova, L., Zaytsev, A., Burnaev, E.

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The method of calculation the pressure gradient in multiphase flow in the pipe segment based on the machine learning algorithms von Kanin, E, Vainshtein, A, Osiptsov, A, Burnaev, E

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Online algorithm for aggregating experts' predictions with unbounded quadratic loss von Korotin, A. A., V'yugin, V. V., Burnaev, E. V.

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Regression on the basis of nonstationary Gaussian processes with Bayesian regularization von Burnaev, E. V., Panov, M. E., Zaytsev, A. A.

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Optimising the Active Muon Shield for the SHiP Experiment at CERN von Baranov, A, Burnaev, E, Derkach, D, Filatov, A, Klyuchnikov, N, Lantwin, O, Ratnikov, F, Ustyuzhanin, A, Zaitsev, A

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On One Problem in Multichannel Signal Detection von Burnaev, E. V., Golubev, G. K.

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A predictive model for steady-state multiphase pipe flow: Machine learning on lab data von Kanin, E.A., Osiptsov, A.A., Vainshtein, A.L., Burnaev, E.V.

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Computationally efficient algorithm for Gaussian Process regression in case of structured samples von Belyaev, M., Burnaev, E., Kapushev, Y.

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