Sergey Nikolenko

Sergey Nikolenko

Main page

Books
Research papers
Talks and posters
Students
Popular science
Other stuff

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

   Teaching
 2014
ML, KFU
Game Theory, HSE
Mech. Design, HSE
ML, CSClub Kazan
Game theory, HSE
Math. logic, AU
Machine learning, STC
Machine learning, AU
 2013
Discrete math, HSE
Machine learning, STC
Math. logic, AU
Cryptography, AU
 2012
Machine learning, STC
Math. logic, AU
Machine learning II, AU
Machine learning, AU
Machine learning, EMC
 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

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

Other stuff

Popular science

Popular articles. In 2005–2006, I did a cycle on Millenium Prize problems in Computerra, a popular computer journal in Russia. For the last two years, I have been doing a series on recommender systems and probabilistic models in general under the aegis of Surfingbird at the Surfingbird blog on habrahabr.ru. All papers here are in Russian.

    2013

  1. Probabilistic Models: Coping with Cycles and Variational Approximations, Surfingbird blog, Aug 2, 2013.
  2. Probabilistic Models: the Art of Bracketing, Surfingbird blog, July 4, 2013.
  3. Probabilistic Models: Examples and Graphs, Surfingbird blog, Apr 25, 2013.
  4. Probabilistic Models: Bayesian Networks, Surfingbird blog, Apr 12, 2013.
  5. Discrete Mathematics for Freshmen: a Teacher's Perspective, Surfingbird blog, Mar 4, 2013.
  6. Multiarmed bandits: the Dynamic Gamma-Poisson model, Surfingbird blog, Feb 15, 2013.
  7. Multiarmed bandits: introduction and the UCB algorithm, Surfingbird blog, Feb 7, 2013.

    2012

  8. Recommender Systems: LDA, Surfingbird blog, Aug 31, 2012.
  9. Recommender Systems: Bayes theorem and naive Bayes, Surfingbird blog, Aug 26, 2012.
  10. Genomics: Problem Setting and Sequencing, PostNauka, May 16, 2012.
  11. Recommender Systems: Overfitting and Regularization, Surfingbird blog, May 10, 2012.
  12. Recommender Systems: SVD in Perl, Surfingbird blog, Apr 12, 2012.
  13. Recommender Systems: SVD and Base Predictors, Surfingbird blog, Mar 29, 2012.
  14. Recommender Systems: SVD, Part I, Surfingbird blog, Mar 15, 2012.
  15. Recommender Systems: User-Based and Item-Based, Surfingbird blog, Mar 06, 2012.
  16. Recommender Systems: Problem Setting, Surfingbird blog, Feb 28, 2012.

    2008

  17. Truth in Mathematics: from Egypt to... Egypt?, Znanie – Sila, no. 6, 2008, pp. 63–69.

    2006

  18. Elliptic Curve Cryptography, Computerra, no. 31, 2006.
  19. Millenium Prize Problems: Yang-Mills Theory, Computerra, no. 20, 2006.
  20. Millenium Prize Problems: P=?NP, Computerra, no. 6, 2006.
  21. Millenium Prize Problems: Poincaré Conjecture, Computerra, no 1–2, 2006.

    2005

  22. Millenium Prize Problems: Birch and Swinnerton-Dyer Conjecture, Computerra, no. 47–48, 2005.
  23. Millenium Prize Problems: Hodge Conjecture, Computerra, no. 37, 2005.
  24. Millenium Prize Problems: Navier-Stokes Equations, Computerra, no. 36, 2005.
  25. Millenium Prize Problems: Riemann Hypothesis, Computerra, no. 35, 2005.
  26. Complexity: Theory and Practice, Computerra, no. 31, 2005.