Sergey Nikolenko
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2014';
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ML, KFU';
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Game Theory, HSE';
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ML, CSClub Kazan';
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Game theory, HSE';
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Math. logic, AU';
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Machine learning, STC';
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Machine learning, AU';
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2013';
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Discrete math, HSE';
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Machine learning, STC';
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Math. logic, AU';
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Cryptography, AU';
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2012';
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Machine learning, STC';
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Math. logic, AU';
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Machine learning II, AU';
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Machine learning, AU';
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Machine learning, EMC';
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2011';
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Cryptography, AU';
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Math. logic, AU';
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Machine learning, AU';
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2010';
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Math. logic, AU';
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Machine learning, AU';
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Cryptography, AU';
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2009';
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Crypto in CS Club';
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Statistics';
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Machine learning, AU';
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Cryptography';
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2008';
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Speech recognition';
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MD for CS Club';
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ML for CS Club';
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Mechanism design';
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2007';
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Machine Learning';
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Probabilistic learning';
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nikolenko (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.- Probabilistic Models: Coping with Cycles and Variational Approximations, Surfingbird blog, Aug 2, 2013.
- Probabilistic Models: the Art of Bracketing, Surfingbird blog, July 4, 2013.
- Probabilistic Models: Examples and Graphs, Surfingbird blog, Apr 25, 2013.
- Probabilistic Models: Bayesian Networks, Surfingbird blog, Apr 12, 2013.
- Discrete Mathematics for Freshmen: a Teacher's Perspective, Surfingbird blog, Mar 4, 2013.
- Multiarmed bandits: the Dynamic Gamma-Poisson model, Surfingbird blog, Feb 15, 2013.
- Multiarmed bandits: introduction and the UCB algorithm, Surfingbird blog, Feb 7, 2013.
2012
- Recommender Systems: LDA, Surfingbird blog, Aug 31, 2012.
- Recommender Systems: Bayes theorem and naive Bayes, Surfingbird blog, Aug 26, 2012.
- Genomics: Problem Setting and Sequencing, PostNauka, May 16, 2012.
- Recommender Systems: Overfitting and Regularization, Surfingbird blog, May 10, 2012.
- Recommender Systems: SVD in Perl, Surfingbird blog, Apr 12, 2012.
- Recommender Systems: SVD and Base Predictors, Surfingbird blog, Mar 29, 2012.
- Recommender Systems: SVD, Part I, Surfingbird blog, Mar 15, 2012.
- Recommender Systems: User-Based and Item-Based, Surfingbird blog, Mar 06, 2012.
- Recommender Systems: Problem Setting, Surfingbird blog, Feb 28, 2012.
2008
- Truth in Mathematics: from Egypt to... Egypt?, Znanie – Sila, no. 6, 2008, pp. 63–69.
2006
- Elliptic Curve Cryptography, Computerra, no. 31, 2006.
- Millenium Prize Problems: Yang-Mills Theory, Computerra, no. 20, 2006.
- Millenium Prize Problems: P=?NP, Computerra, no. 6, 2006.
- Millenium Prize Problems: Poincaré Conjecture, Computerra, no 1–2, 2006.
2005
- Millenium Prize Problems: Birch and Swinnerton-Dyer Conjecture, Computerra, no. 47–48, 2005.
- Millenium Prize Problems: Hodge Conjecture, Computerra, no. 37, 2005.
- Millenium Prize Problems: Navier-Stokes Equations, Computerra, no. 36, 2005.
- Millenium Prize Problems: Riemann Hypothesis, Computerra, no. 35, 2005.
- Complexity: Theory and Practice, Computerra, no. 31, 2005.