Mr Valery Manokhin

  1. 2019
  2. Published

    Nonparametric predictive distributions based on conformal prediction

    Vovk, V., Shen, J., Manokhin, V. & Xie, M., Mar 2019, In : Machine Learning. 108, 3, p. 445-474 30 p.

    Research output: Contribution to journalArticle

  3. 2018
  4. E-pub ahead of print

    Conformal Predictive Distributions with Kernels

    Vovk, V., Nouretdinov, I., Manokhin, V. & Gammerman, A., 23 Aug 2018, Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman’s Decease, Invited Talks. Springer-Verlag, Vol. 11100 . p. 103-121 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11100 LNAI).

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

  5. Published

    Cross-conformal predictive distributions

    Vovk, V., Nouretdinov, I., Manokhin, V. & Gammerman, A., Jun 2018, Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z., Smirnov, E. & Peeters, R. (eds.). Vol. 91. p. 37-51 15 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  6. 2017
  7. Forthcoming

    Nonparametric predictive distributions based on conformal prediction

    Vovk, V., Shen, J., Manokhin, V. & Xie, M., 2017, (Accepted/In press) Proceedings of COPA 2016 (Sixth Symposium on Conformal and Probabilistic Prediction and Applications). Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z. & Papadopoulos, H. (eds.). Vol. 60. p. 82 21 p. 102

    Research output: Chapter in Book/Report/Conference proceedingChapter