Sergey Nikolenko

Sergey Nikolenko

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Books
Research papers
Talks and posters
Other stuff

   Research
CS and crypto
Bioinformatics
Algebraic geometry
Algebra
Bayesian networks
Earth sciences

   Teaching
 2012
Machine learning, AU
 2011
Cryptography, AU
Math. logic, AU
Machine learning, AU
 2010
Math. logic, AU
Machine learning, AU
Cryptography, AU
 2009
Crypto in CS Club
Statistics
Machine learning, AU
Cryptography
 2008
Speech recognition
MD for CS Club
ML for CS Club
Mechanism design
 2007
Machine Learning
Probabilistic learning

LiveJournal account
userinfosmartnik (in Russian)

Sergey Nikolenko

    Curriculum Vitae (.pdf, 58kb, last update: February 2012).
    List of Publications (.pdf, 81kb, in Russian, last update: February 2012).

Career

Aug 11, 1984Born in Pskov, USSR
1991-1994School №5, Pskov
1994-1998Pskov Technical Lyceum (graduated in 1998 cum laude)
1998-1999University High School, Greeley, CO, USA (graduated in 1999 cum laude)
2000-2005St.-Petersburg State University, Department of Mathematics and Mechanics (graduated in 2005 cum laude)
2006-2007Engineering intern at Google Inc., St. Petersburg.
2005-2008Graduate student at the Laboratory of Mathematical Logic of the St.-Petersburg Department of the Steklov Mathematical Institute
2006-2010Assistant Professor, SPSU IFMO, St. Petersburg.
2008-2010Senior Researcher, Speech Technology Center, St. Petersburg.
2008-presentAdjunct Professor, Academic University, St. Petersburg.
2008-presentResearcher at the Laboratory of Mathematical Logic of the St.-Petersburg Department of the Steklov Mathematical Institute
2011-presentSenior Researcher at the Bioinformatics Lab of the Academic University.

Recent research papers

  1. S.I. Nikolenko, A.V. Sirotkin. A New Bayesian Rating System for Team Competitions. Proceedings of the 28th International Conference on Machine Learning (ICML 2011), 2011, pp. 601–608. (.pdf, 361kb)
  2. I.A. Baltiysky, S.I. Nikolenko. Probabilistic Graphical Models of Harmony in Automated Music Analysis: a Survey. SPIIRAS Proceedings, vol. 17, 2011, pp. 174–196. (.pdf, 318kb, in Russian)
  3. I.A. Baltiysky, S.I. Nikolenko. A Probabilistic Graphical Model for the Music Harmony Similarity Problem. SPIIRAS Proceedings, vol. 18, 2011, pp. 136–163. (.pdf, 1308kb, in Russian)
  4. S. I. Nikolenko. Provably Secure Constructions in Cryptography. Lambert Academic Publishing, 2011 (morebooks.de).
  5. A. Davydow, S. I. Nikolenko. Gate Elimination for Linear Functions and New Feebly Secure Constructions. Proceedings of the 6th Computer Science Symposium in Russia (CSR 2011), LNCS vol. 6651, pp. 148-161. (.pdf, 294kb)
  6. G.E. Mints, S.I. Nikolenko. History of the Leningrad (St. Petersburg) School of Constructive Mathematics and Proof Theory. Logic in Central and Eastern Europe: History, Science and Discourse. University Press of America, 2011, pp. 380–387.
  7. S.I. Nikolenko. The Markov School in the 21st Century. Logic in Central and Eastern Europe: History, Science and Discourse. University Press of America, 2011, pp. 388–427.