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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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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On Construction of Early Warning Systems for Predictive Maintenance in Aerospace Industry von Burnaev, E. 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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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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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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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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On One Problem in Multichannel Signal Detection von Burnaev, E. V., Golubev, G. K.

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Fundamental Research and Developments in the Field of Applied Artificial Intelligence von Burnaev, E. V., Bernstein, A. V., Vanovskiy, V. V., Zaytsev, A. A., Bulkin, A. M., Ignatiev, V. Yu, Shadrin, D. G., Illarionova, S. V., Oseledets, I. V., Mikhalev, A. Yu, Osiptsov, A. A., Artemov, A. A., Sharaev, M. G., Trofimov, I. E.

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Disorder Problem for Poisson Process in Generalized Bayesian Setting von Burnaev, E. V.

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On an iterative algorithm for calculating weighted principal components von Burnaev, E. V., Chernova, S. S.

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Diagnosis of Schizophrenia Based on the Data of Various Modalities: Biomarkers and Machine Learning Techniques (Review) von Sharaev, M G, Malashenkova, I K, Maslennikova, A V, Zakharova, N V, Bernstein, A V, Burnaev, E V, Mamedova, G S, Krynskiy, S A, Ogurtsov, D P, Kondrateva, E A, Druzhinina, P V, Zubrikhina, M O, Arkhipov, A Yu, Strelets, V B, Ushakov, V L

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On Asymptotic Optimality of the Second Order in the Minimax Quickest Detection Problem of Drift Change for Brownian Motion von Burnaev, E. V., Feinberg, E. A., Shiryaev, A. N.

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The Bernstein-von Mises theorem for regression based on Gaussian Processes von Burnaev, E. V., Zaytsev, A. A., Spokoiny, V. G.

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Inversion formula for infinitely divisible distributions von Burnaev, E V

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