Professor Vladimir Vovk

  1. 2014
  2. Published

    Game-Theoretic Probability

    Vovk, V., 2014, Introduction to Imprecise Probabilities. Augustin, T., Coolen, F. P. A., Cooman, G. D. & Troffaes, M. C. M. (eds.). Wiley-Interscience, p. 114-134 21 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  3. Forthcoming

    Probability-Free Solutions to the Non-Stationary Newsvendor Problem

    Zhang, Y., Vovk, V. & Zhang, W., 2014, (Accepted/In press) In : Annals of Operations Research.

    Research output: Contribution to journalArticle

  4. Published

    The Basic Conformal Prediction Framework

    Vovk, V., 2014, Conformal Prediction for Reliable Machine Learning: Theory, Adaptations, and Applications. Balasubramanian, V., Ho, S-S. & Vovk, V. (eds.). 1 ed. Elsevier, p. 3-19 17 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  5. Published

    Venn-Abers predictors

    Vovk, V. & Petej, I., 2014, Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence. p. 829-838 10 p.

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

  6. 2013
  7. Published

    Conformal prediction under hypergraphical models

    Fedorova, V., Gammerman, A., Nouretdinov, I. & Vovk, V., Oct 2013, The 9th Artificial Intelligence Applications and Innovations Conference (AIAI): 2nd Workshop on Conformal Prediction and its Applications. p. 371-383 13 p.

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

  8. Published

    Conditional validity of inductive conformal predictors

    Vovk, V., 5 Jul 2013, In : Machine Learning. 92, 2-3, p. 349 - 376 28 p.

    Research output: Contribution to journalArticle

  9. Published

    Guest Editors’ foreword

    Hutter, M., Stefan, F., Vovk, V. & Zeugmann, T., 18 Feb 2013, In : Theoretical Computer Science. 473, p. 1-3 3 p.

    Research output: Contribution to journalEditorial

  10. Published

    Kernel Ridge Regression

    Vovk, V., 2013, Empirical Inference: Festschrift in Honor of Vladimir N. Vapnik. Springer, p. 105-116 12 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  11. Published

    Transductive conformal predictors

    Vovk, V., 2013, Proceedings of the Ninth Conference on Artificial Intelligence Applications and Innovations. Heidelberg: Springer, Vol. 412. p. 348-360 13 p.

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

  12. 2012
  13. Published

    Conditional validity of inductive conformal predictors

    Vovk, V., 17 Nov 2012, In : JMLR: Workshop and Conference Proceedings. 25, p. 475-490 16 p.

    Research output: Contribution to journalArticle

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