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The Tracking Machine Learning challenge : Throughput phase


May 14, 2021
Sabrina Amrouche, Laurent Basara, Paolo Calafiura, Dmitry Emeliyanov, Victor Estrade, Steven Farrell, Cécile Germain, Vladimir Vava Gligorov, Tobias Golling, Sergey Gorbunov, Heather Gray, Isabelle Guyon, Mikhail Hushchyn, Vincenzo Innocente, Moritz Kiehn, Marcel Kunze, Edward Moyse, David Rousseau, Andreas Salzburger, Andrey Ustyuzhanin, Jean-Roch Vlimant

* submitted to Computing and Software for Big Science 

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Online detection of failures generated by storage simulator


Jan 18, 2021
Kenenbek Arzymatov, Mikhail Hushchyn, Andrey Sapronov, Vladislav Belavin, Leonid Gremyachikh, Maksim Karpov, Andrey Ustyuzhanin


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Online Neural Networks for Change-Point Detection


Oct 03, 2020
Mikhail Hushchyn, Kenenbek Arzymatov, Denis Derkach

* 24 pages, 8 figures 

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Photometric Data-driven Classification of Type Ia Supernovae in the Open Supernova Catalog


Jun 18, 2020
Stanislav Dobryakov, Konstantin Malanchev, Denis Derkach, Mikhail Hushchyn

* 20 pages, 9 figures, submitted to Astronomy and Computing 

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Variational Dropout Sparsification for Particle Identification speed-up


Jan 21, 2020
Artem Ryzhikov, Denis Derkach, Mikhail Hushchyn


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Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation


Jan 17, 2020
Mikhail Hushchyn, Andrey Ustyuzhanin


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Disk storage management for LHCb based on Data Popularity estimator


Oct 01, 2015
Mikhail Hushchyn, Philippe Charpentier, Andrey Ustyuzhanin


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