Sergey Nikolenko
Books
Research papers
Talks and posters
Popular science
Other stuff
Research
CS and crypto
Bioinformatics
Machine learning
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
smartnik (in Russian)
Sergey Nikolenko
- Curriculum Vitae (.pdf, 68kb, last update: February 2012).
- List of Publications (.pdf, 47kb, in Russian, last update: February 2012).
Career
| Aug 11, 1984 | Born in Pskov, USSR |
| 1991-1994 | School №5, Pskov |
| 1994-1998 | Pskov Technical Lyceum (graduated in 1998 cum laude) |
| 1998-1999 | University High School, Greeley, CO, USA (graduated in 1999 cum laude) |
| 2000-2005 | St.-Petersburg State University, Department of Mathematics and Mechanics (graduated in 2005 cum laude) |
| 2006-2007 | Engineering intern at Google Inc., St. Petersburg. |
| 2005-2008 | Graduate student at the Laboratory of Mathematical Logic of the St.-Petersburg Department of the Steklov Mathematical Institute |
| 2006-2010 | Assistant Professor, SPSU IFMO, St. Petersburg. |
| 2008-2010 | Senior Researcher, Speech Technology Center, St. Petersburg. |
| 2008-present | Adjunct Professor, Academic University, St. Petersburg. |
| 2008-present | Researcher at the Laboratory of Mathematical Logic of the St.-Petersburg Department of the Steklov Mathematical Institute |
| 2011-present | Senior Researcher at the Bioinformatics Lab of the Academic University. |
Recent research papers
- K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, A.V. Sirotkin, D. Tugaryov. FIFO Queueing Policies for Packets with Heterogeneous Processing, arXiv:1204.5443v1 [cs.NI]. (.pdf, 557kb)
- A. Bankevich, S. Nurk, D. Antipov, A.A. Gurevich, M. Dvorkin, A.S. Kulikov, V.M. Lesin, S.I. Nikolenko, S. Pham, A.D. Prjibelski, A.V. Pyshkin, A.V. Sirotkin, N. Vyahhi, G. Tesler, M.A. Alekseyev, and P.A. Pevzner. SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing. Journal of Computational Biology, May 2012, vol. 19, no. 5, pp. 455–477. doi:10.1089/cmb.2012.0021.
- A.P. Davydow, S.I. Nikolenko. Circuit Complexity of Linear Functions: Gate Elimination and Feeble Security. To appear in Zapiski nauchnyh seminarov POMI (Journal of Mathematical Sciences), 2012.
- E.A. Hirsch, O. Melanich, S.I. Nikolenko. Feebly Secure Cryptographic Primitives. To appear in Zapiski nauchnyh seminarov POMI (Journal of Mathematical Sciences), 2012.
- A. Fishkov, S.I. Nikolenko. A New Click Model for Relevance Prediction in Web Search. Proceedings of EEML 2012, an ICFCA 2012 workshop, 2012, pp. 45–54. (.pdf, 741kb)
- D. Ignatov, S.I. Nikolenko, V. Zaharchuk, A. Konstantinov. A New Recommender System for the Interactive Radio Network FMhost. Proceedings of EEML 2012, an ICFCA 2012 workshop, 2012, pp. 72–85.
- 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)
- 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)
- 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)
- 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)