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Analysis of human brain MRI with Deep Learning.

  1. Classification of Structural Brain Networks Based on Information Divergence of Graph Spectra. Yulia Dodonova, Sergey Korolev, Anna Tkachev, Dmitry Petrov, Leonid Zhukov and Mikhail Belyaev. IEEE International Workshop on Machine Learning for Signal Processing. 2016
  2. Performance of Machine Learning Algorithms in Predicting Game Outcome from Drafts in Dota 2. Aleksandr Semenov, Peter Romov, Sergey Korolev, Daniil Yashkov and Kirill Neklyudov conf. Analysis of Images, Social Networks and Texts. 2016
  3. Supervised Learning for Link Prediction Using Similarity Indices. Sergey Korolev and Leonid Zhukov. conf. Information Technology and Systems. 2015. pp. 296–303
  1. MSc in Data Science, The National Research University Higher School of Economics, Computer Science faculty, Moscow. Thesis: Machine Learning Methods for Particle Identification in Data of the LHCb (CERN) Detector
  2. BSc in Mathematics, The National Research University Higher School of Economics, Mathematics faculty, Moscow. Thesis: Gelfand-Tsetlin Basis for gl_n