Dr Alexey Chernov

  1. 2016
  2. Published

    A closer look at adaptive regret

    Adamskiy, M., Koolen, W., Chernov, A. & Vovk, V., 2016, In : Journal of Machine Learning Research. 17, p. 1-21 21 p.

    Research output: Contribution to journalArticle

  3. Published

    Specialist Experts for Prediction with Side Information

    Kalnishkan, Y., Adamskiy, D., Chernov, A. & Scarfe, T., 2016, 2015 IEEE International Conference on Data Mining Workshop (ICDMW). IEEE, p. 1470-1477 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. 2012
  5. Forthcoming

    A closer look at adaptive regret

    Adamskiy, M., Koolen, W., Chernov, A. & Vovk, V., 2012, (Accepted/In press) Proceedings of the Twenty Third International Conference on Algorithmic Learning Theory. Bshouty, N., Stoltz, G., Vayatis, N. & Zeugmann, T. (eds.). Berlin: Springer, Vol. 7568. p. 290 - 304 15 p. (Lecture Notes in Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. 2010
  7. Published

    Supermartingales in prediction with expert advice

    Chernov, A., Kalnishkan, Y., Zhdanov, F. & Vovk, V., 17 Jun 2010, In : Theoretical Computer Science. 411, 29-30, p. 2647-2669 23 p.

    Research output: Contribution to journalArticle

  8. Published
  9. Published
  10. Published

    Prediction with advice of unknown number of experts

    Chernov, A. & Vovk, V., 2010, Proceedings of the Twenty Sixth Conference on Uncertainty in Articial Intelligence. Grunwald, P. & Spirtes, P. (eds.). Arlington, VA: AUAI Press, p. 117-125 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. 2009
  12. Published

    Prediction with expert evaluators' advice

    Chernov, A. & Vovk, V., 24 Feb 2009.

    Research output: Working paper

  13. Published

    Prediction with Expert Evaluators' Advice

    Chernov, A. & Vovk, V., 2009, Proceedings of the Twentieth International Conference on Algorithmic Learning Theory. Gavalda, R., Lugosi, G., Zeugmann, T. & Zilles, S. (eds.). Springer, p. 8-22 15 p. (Lecture Notes in Artificial Intelligence; vol. 5809).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  14. 2008
  15. Published

    On-Line Probability, Complexity and Randomness

    Chernov, A., Shen, A., Vereshchagin, N. & Vovk, V., 2008, Proceedings of the Nineteenth International Conference on Algorithmic Learning Theory. Freund, Y., Gyorfi, L., Turan, G. & Zeugmann, T. (eds.). Berlin: Springer, Vol. 5254. p. 138-153 16 p. (Lecture Notes in Artificial Intelligence; vol. 5254).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  16. Published

    Supermartingales in Prediction with Expert Advice

    Chernov, A., Kalnishkan, Y., Zhdanov, F. & Vovk, V., 2008, Lecture Notes in Articial Intelligence. Springer, Vol. 5254. p. 199-213 15 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution