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)

Talks and posters

This section contains slides and posters of my presentations made at various conferences.

    2014

  1. S.I. Nikolenko. Measuring Topic Quality in Latent Dirichlet Allocation. Philosophy, Mathematics, Linguistics: Aspects of Interaction 2014 (PhML-2014), St. Petersburg, April 25, 2014, talk (.pdf, 762kb)
  2. S.I. Nikolenko. Recommender Systems. SNA Hackathon at Mail.Ru, April 19, 2014, talk (.pdf, 451kb)

    2013

  3. S.I. Nikolenko. Nonparametric Bayesian Methods: Chinese Restaurant and Indian Buffet. Lectures at Mail.Ru, December 18, 2013, talk (.pdf, 2142kb)
  4. S.I. Nikolenko. Recommender systems. HSE presentation at Gimnasium #2, St. Petersburg, December 10, 2013, talk (.pdf, 1181kb)
  5. S.I. Nikolenko. Interval Semi-Supervised LDA: Classifying Needles in a Haystack. 12th Mexican International Conference on Artificial Intelligence (MICAI 2013), November 27, 2013, talk (.pdf, 997kb)
  6. S.I. Nikolenko. Efficient Demand Assignment in Multi-Connected Microgrids with a Shared Central Grid. 3rd IFIP Conference on Sustainable Internet and ICT for Sustainability 2013 (SustainIT 2013), October 31, 2013, poster. (.pdf, 462kb)
  7. S.I. Nikolenko. Semi-Supervised Tag Extraction in a Web Recommender Systems. 6th International Conference on Similarity Search and Applications (SISAP 2013), October 3, 2013, talk (.pdf, 550kb)
  8. S.I. Nikolenko. Switching Policies for Packets with Heterogeneous Processing: Lazy but Competitive. Bonn Institute of Computer Science seminar, University of Bonn, May 28, 2013, talk.

    2012

  9. S.I. Nikolenko. FIFO Queueing Policies for Packets with Heterogeneous Processing. 1st Mediterranean Conference on Algorithms (MedAlg 2012), December 3, 2012, talk. (.pdf, 988kb)
  10. S.I. Nikolenko. How Laziness Helps Prove Upper Bounds. Network Agora seminar at the Ben-Gurion University of the Negev, December 2, 2012, talk (.pdf, 1385kb)
  11. S.I. Nikolenko. Recommender Systems. Mail.Ru Group, October 11, 2012, talk. (.pdf, 1363kb)
  12. S.I. Nikolenko. SPAdes: a new genome assembler for single-cell sequencing. RECOMB-AB, August 27, 2012, talk (slightly different from the previous one). (.pdf, 6232kb)
  13. S.I. Nikolenko. B4B Chapter Proposal: Evolutionary History of Repeats. RECOMB-BE, August 26, 2012, talk. (.pdf, 436kb)
  14. S.I. Nikolenko. SPAdes: a new genome assembler for single-cell sequencing. A symposium to launch the Theodosius Dobzhansky Center for Genome Informatics, April 28, 2012, talk. (.pdf, 5019kb)
  15. S.I. Nikolenko. Continuous hard-to-invert functions based on tropical constructions. Symbolic Computations and Post-Quantum Cryptography Online Seminar, April 05, 2012, talk. (.pdf, 476kb)

    2011

  16. S.I. Nikolenko, A.V. Sirotkin. A New Bayesian Rating System for Team Competitions. ICML 2011, July 1, 2013, talk (.pdf, 952kb); see also poster (.pdf, 105kb)
  17. S.I. Nikolenko. A group-based combinatorial complete one-way function. First Russian-Finnish Symposium on Discrete Mathematics, September 22, 2011, talk.
  18. S.I. Nikolenko. Hammer 2.0: Bayesian error correction for non-uniform coverage. Moscow Conference on Computational Molecular Biology (MCCMB'11), July 24, 2011, talk.
  19. S.I. Nikolenko, M. Alekseyev, P. Pevzner. Bayesian Evaluation of de novo Genome Assembly. ISMB/ECCB 2011, poster.
  20. A. Krass, S.I. Nikolenko, E. Stepanov, Yu. Porozov. Protein conformational movements modeling based on the average action principle. ISMB/ECCB 2011, poster (F1000 link).
  21. M. Churakov, S.I. Nikolenko, Yu. Porozov. Predicting DNA Replication Origins with Machine Learning Techniques. ISMB/ECCB 2011, poster.
  22. S.I. Nikolenko. Fuzzy cryptography. Workshop on Post-Quantum Cryptography, June 12, 2011, talk.

    2010

  23. S.I. Nikolenko. Feebly secure cryptographic primitives. Workshop on Complexity and Group-based Cryptography, September 2, 2010, talk.