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Sergey Nikolenko

Sergey Nikolenko

Main pageBooks'; print '
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   Research'; print '
CS and crypto'; print '
Bioinformatics'; print '
Machine learning'; print '
Algebraic geometry'; print '
Algebra'; print '
Bayesian networks'; print '
Earth sciences'; print '

   Teaching'; print '
 2014'; print '
ML, KFU'; print '
Game Theory, HSE'; print '
Mech. Design, HSE'; print '
ML, CSClub Kazan'; print '
Game theory, HSE'; print '
Math. logic, AU'; print '
Machine learning, STC'; print '
Machine learning, AU'; print '
 2013'; print '
Discrete math, HSE'; print '
Machine learning, STC'; print '
Math. logic, AU'; print '
Cryptography, AU'; print '
 2012'; print '
Machine learning, STC'; print '
Math. logic, AU'; print '
Machine learning II, AU'; print '
Machine learning, AU'; print '
Machine learning, EMC'; print '
 2011'; print '
Cryptography, AU'; print '
Math. logic, AU'; print '
Machine learning, AU'; print '
 2010'; print '
Math. logic, AU'; print '
Machine learning, AU'; print '
Cryptography, AU'; print '
 2009'; print '
Crypto in CS Club'; print '
Statistics'; print '
Machine learning, AU'; print '
Cryptography'; print '
 2008'; print '
Speech recognition'; print '
MD for CS Club'; print '
ML for CS Club'; print '
Mechanism design'; print '
 2007'; print '
Machine Learning'; print '
Probabilistic learning'; print '

  External links'; print '
Google Scholar profile'; print '
DBLP profile'; print '
LiveJournal account
userinfonikolenko (in Russian)

Books

    Books

  1. S.I. Nikolenko. Provably Secure Constructions in Cryptography. Lambert Academic Publishing, 2011 (morebooks.de).
  2. S.I. Nikolenko, A.L. Tulupyev. Learning systems. Moscow, MCCME Press, 2009 (in Russian, mccme.ru, ozon.ru).
  3. S.I. Nikolenko. Mechanism design theory. Moscow, INTUIT, 2009 (in Russian, intuit.ru, ozon.ru).
  4. A.L. Tulupyev, S.I. Nikolenko, A.V. Sirotkin. Bayesian Networks: A Probabilistic Logic Approach. St.-Petersburg, Nauka, 2006. (two first pages of the book: .pdf, 815kb, in Russian, ozon.ru)
  5. A.L. Tulupyev, A.V. Sirotkin, S.I. Nikolenko. Bayesian belief networks: probabilistic logic inference on directed acyclic graphs. St. Petersburg, SPSU Press, 2009 (in Russian).

    Book chapters

  1. S.I. Nikolenko. Provably Secure Cryptographic Constructions. In J. Sen (ed.), Cryptography and Security in Computing, InTech, 2012, pp. 3–22. (electronic edition) (.pdf, 192kb)
  2. G.E. Mints, S.I. Nikolenko. History of the Leningrad (St. Petersburg) School of Constructive Mathematics and Proof Theory. In A. Schumann (ed.), Logic in Central and Eastern Europe: History, Science and Discourse, University Press of America, 2012, pp. 380–387.
  3. S.I. Nikolenko. The Markov School in the 21st Century. In A. Schumann (ed.), Logic in Central and Eastern Europe: History, Science and Discourse, University Press of America, 2012, pp. 388–427.