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
nikolenko (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 21^st Century. In A. Schumann (ed.), Logic in Central and Eastern Europe: History, Science and Discourse, University Press of America, 2012, pp. 388–427.