Alexey Chernov

Alexey Chernov

Dr

 https://orcid.org/0000-0002-5527-803X
20022016

Research activity per year

  • 8 Conference contribution with ISSN or ISBN
  • 5 Article

Search results

  • 2016

    A closer look at adaptive regret

    Adamskiy, D., Koolen, W., Chernov, A. & Vovk, V., 16 Apr 2016, In: The Journal of Machine Learning Research. 17, 23, p. 1-21 21 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File

  • An Investigation on Online Versus Batch Learning in Predicting User Behaviour

    Burlutskiy, N., Petridis, M., Fish, A., Chernov, A. & Ali, N., 5 Nov 2016, International Conference on Innovative Techniques and Applications of Artificial Intelligence. Cambridge, UK: Springer International Publishing, p. 135-149 15 p.

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

    Open Access
    File

  • Specialist experts for prediction with side information

    Kalnishkan, Y., Adamskiy, D., Chernov, A. & Scarfe, T., 4 Feb 2016, Proccedings of the 2015 IEEE 15th International Conference on Data Mining Workshops. IEEE, p. 1470-1477 8 p. (IEEE International Conference on Data Mining (ICDM)).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

    Open Access
    File
  • 2013

    Reconstructing persistent graph structures from noisy images

    Chernov, A. & Kurlin, V., 15 Mar 2013, In: Image-A: Applicable Mathematics in Image Engineering. 3, 5, p. 19-22 4 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
  • 2010

    Prediction with Expert Advice under Discounted Loss

    Chernov, A. & Zhdanov, F., 31 Dec 2010, 21st International Conference, ALT 2010. Berlin: Springer, Vol. 6331. p. 255-269 15 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

  • Supermartingales in prediction with expert advice

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

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
  • 2009

    Prediction with Expert Evaluators' Advice

    Chernov, A. & Vovk, V., 31 Dec 2009, 20th International Conference, ALT 2009. Berlin: Springer, Vol. 5809. p. 8-22 15 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

  • 2008

    On-Line Probability, Complexity and Randomness

    Chernov, A., Shen, A., Vereshchagin, N. & Vovk, V., 31 Dec 2008, 19th International Conference, ALT 2008. Berlin: Springer, Vol. 5254. p. 138-153 16 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

  • Supermartingales in Prediction with Expert Advice

    Chernov, A., Kalnishkan, Y., Zhdanov, F. & Vovk, V., 31 Dec 2008, 19th International Conference, ALT 2008. Berlin: Springer, Vol. 5254. p. 199-213 15 p.

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

    Open Access
    File
  • 2007

    Algorithmic complexity bounds on future prediction errors

    Chernov, A., Hutter, M. & Schmidhuber, J., 28 Feb 2007, In: Information And Computation. 205, 2, p. 242-261 20 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
  • 2006

    Prefix-like complexities and computability in the limit

    Chernov, A. & Schmidhuber, J., 31 Dec 2006, Second Conference on Computability in Europe, CiE 2006. Berlin: Springer, Vol. 3988. p. 85-93 9 p.

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

    Open Access
    File
  • 2005

    Monotone conditional complexity bounds on future prediction errors

    Chernov, A. & Hutter, M., 31 Dec 2005, Proceedings of the 16th International Conference Algorithmic Learning Theory 2005. Berlin Heidelberg: Springer, Vol. 3734. p. 414-428 15 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

    Open Access
    File
  • 2002

    Upper semi-lattice of binary strings with the relation "x is simple conditional to y"

    Chernov, A., Muchnik, A., Romashchenko, A., Shen, A. & Vereshchagin, N., 28 Jan 2002, In: Theoretical Computer Science. 271, 1-2, p. 69-95 27 p.

    Research output: Contribution to journal › Article › peer-review