Sergey Nikolenko

Sergey Nikolenko

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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)

Sergey Nikolenko

    Curriculum Vitae: English, 103kb, Russian, 102kb. Last update: December 2012.
    List of Publications (.pdf, 77kb, in Russian, last update: March 2015).

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.
2011-2012Senior Researcher at the Bioinformatics Lab of the Academic University.
2011-2014Research Director, Surfingbird.
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
2013-presentSenior Researcher, Laboratory of Internet Studies of the National Research University Higher School of Economics, St. Petersburg.
2015-presentSenior Researcher, Deloitte Analytics Institute.

Recent research papers

  1. K. Kogan, S.I. Nikolenko, O. Rottenstreich, W. Culhane, P. Eugster. Exploiting Order Independence for Scalable and Expressive Packet Classification. IEEE Transactions on Networking, in print (IEEEXplore).
  2. P. Chuprikov, K. Kogan, S.I. Nikolenko. Priority Queueing with Multiple Packet Characteristics. Proc. of INFOCOM 2015, to appear.
  3. K. Kogan, S.I. Nikolenko, O. Rottenstreich, W. Culhane, P. Eugster. SAX-PAC (Scalable And eXpressive PAcket Classification). Proceedings of the 2014 ACM conference on SIGCOMM (SIGCOMM 2014), ACM Press, 2014, pp. 15–26 (ACM DL).
  4. P. Eugster, K. Kogan, S.I. Nikolenko, A.V. Sirotkin. Shared-Memory Buffer Management for Heterogeneous Packet Processing. Proceedings of the 34th International Conference on Distributed Computing Systems (ICDCS 2014), IEEE Press, 2014, pp. 471–480 (IEEExplore).
  5. K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, G. Scalosub. Balancing Work and Size with Bounded Buffers. Proc. 6th International Conference on Communication Systems and Networks (COMSNETS 2014), 2014, pp. 1–8 (IEEExplore).
  6. S. Koltcov, O. Koltsova, S.I. Nikolenko. Latent Dirichlet Allocation: Stability and Applications to Studies of User-Generated content. Proceedings of the 2014 ACM conference on Web science (WebSci 2014), pp. 161–165.
  7. T. Alexandrov, I. Chernyavsky, M. Becker, F. von Eggeling, S.I. Nikolenko. Analysis and Interpretation of Imaging Mass Spectrometry Data by Clustering Mass-to-Charge Images According to Their Spatial Similarity. Analytical Chemistry, (ACS link), vol. 85 (23), pp. 11189–11195.
  8. S.I. Nikolenko, A.I. Korobeynikov, M.A. Alekseyev. BayesHammer: Bayesian clustering for error correction in single-cell sequencing. BMC Genomics, vol. 14, Suppl. 1, S7, 2013 (open access).
  9. K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, A.V. Sirotkin. Multi-Queued Network Processors for Packets with Heterogeneous Processing Requirements. Proc. 5th International Conference on Communication Systems and Networks (COMSNETS 2013), 2013, pp. 1–10 (IEEExplore).
  10. E.A. Hirsch, O. Melanich, S.I. Nikolenko. Feebly Secure Cryptographic Primitives. Journal of Mathematical Sciences, vol. 188, no. 1, pp. 17–34, 2013 (springerlink). Zapiski nauchnyh seminarov POMI (Journal of Mathematical Sciences), vol. 399, 2012, pp. 32–64. (.pdf, 350kb)