Professor Vladimir Vovk

  1. 2019
  2. Forthcoming

    Computationally efficient versions of conformal predictive distributions

    Vovk, V., Petej, I., Nouretdinov, I., Manokhin, V. & Gammerman, A., 9 Oct 2019, (Accepted/In press) In : Neurocomputing. 31 p.

    Research output: Contribution to journalArticle

  3. Published

    Test statistics and p-values

    Gurevich, Y. & Vovk, V., 29 Aug 2019, Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z. & Smirnov, E. (eds.). Vol. 105. p. 89-104 16 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  4. Published

    Universally consistent conformal predictive distributions

    Vovk, V., 29 Aug 2019, Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z. & Smirnov, E. (eds.). Vol. 105. p. 105-122 18 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  5. 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

  6. Published

    Game-theoretic foundations for probability and finance

    Shafer, G. & Vovk, V., 2019, first ed. Hoboken, NJ: Wiley. 464 p. (Wiley Series in Probability and Statistics)

    Research output: Book/ReportBook

  7. 2018
  8. 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

  9. Published

    Conformal predictive decision making

    Vovk, V. & Bendtsen, C., Jun 2018, Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z., Smirnov, E. & Peeters, R. (eds.). Vol. 91. p. 52-62 11 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  10. 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

  11. 2017
  12. Published

    Criteria of efficiency for set-valued classification

    Vovk, V., Nouretdinov, I., Fedorova, V., Petej, I. & Gammerman, A., Oct 2017, In : Annals of Mathematics and Artificial Intelligence. 81, 1-2, p. 21-46 26 p.

    Research output: Contribution to journalArticle

  13. Published

    Universal probability-free prediction

    Vovk, V. & Pavlovic, D., Oct 2017, In : Annals of Mathematics and Artificial Intelligence. 81, 1-2, p. 1-24 24 p.

    Research output: Contribution to journalArticle

  14. Published

    The role of measurability in game-theoretic probability

    Vovk, V., Jul 2017, In : Finance and Stochastics. 21, 3, p. 719–739 21 p.

    Research output: Contribution to journalArticle

  15. Published

    Inductive Conformal Martingales for Change-Point Detection

    Volkhonskiy, D., Burnaev, E., Nouretdinov, I., Gammerman, A. & Vovk, V., 2017, 6th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2017). p. 1-22 22 p.

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

  16. Published

    Nonparametric predictive distributions based on conformal prediction

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

    Research output: Chapter in Book/Report/Conference proceedingChapter

  17. 2016
  18. Published

    Prescience: Probabilistic Guidance on the Retraining Conundrum for Malware Detection

    Deo, A., Dash, S., Suarez de Tangil Rotaeche, G., Vovk, V. & Cavallaro, L., 28 Oct 2016, ACM Workshop on Artificial Intelligence and Security. Vienna, Austria: ACM, p. 71-82 12 p.

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

  19. Published

    Criteria of Efficiency for Conformal Prediction

    Vovk, V., Fedorova, V., Nouretdinov, I. & Gammerman, A., 17 Apr 2016, Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. Springer, Vol. 9653. p. 23-39 17 p. (Lecture Notes in Computer Science; vol. 9653).

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

  20. 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

  21. Published

    Purely pathwise probability-free Ito integral

    Vovk, V., 2016, In : Matematychni Studii. 46, 1, p. 96-110 15 p.

    Research output: Contribution to journalArticle

  22. Published

    Universal Probability-Free Conformal Prediction

    Vovk, V. & Pavlovic, D., 2016, Proceedings of COPA 2016: Fifth Symposium on Conformal and Probabilistic Prediction with Applications. Springer, Vol. 9653. p. 40-47 8 p. (Lecture Notes in Computer Science; vol. 9653).

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

  23. 2015
  24. Published

    Hypergraphical Conformal Predictors

    Fedorova, V., Gammerman, A., Nouretdinov, I. & Vovk, V., 21 Dec 2015, In : International Journal on Artificial Intelligence Tools. 24, 6, 1560003.

    Research output: Contribution to journalArticle

  25. Published

    Transductive Conformal Prediction

    Vovk, V., 21 Dec 2015, In : International Journal on Artificial Intelligence Tools. 24, 6, 1560001.

    Research output: Contribution to journalArticle

  26. Published

    Large-scale probabilistic predictors with and without guarantees of validity

    Vovk, V., Petej, I. & Fedorova, V., 7 Dec 2015, Advances in Neural Information Processing Systems 28: Proceedings of NIPS 2015. Curran Associates, p. 892-900 9 p.

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

  27. E-pub ahead of print

    The Fundamental Nature of the Log Loss Function

    Vovk, V., 5 Sep 2015, Lecture Notes in Computer Science. Beklemishev, L., Blass, A., Dershowitz, N., Finkbeiner, B. & Schulte, W. (eds.). Cham: Springer, Vol. 9300. p. 307-318 12 p. (Lecture Notes in Computer Science; vol. 9300).

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

  28. Published

    Alexey Chervonenkis's Bibliography: Introductory Comments

    Gammerman, A. & Vovk, V., Sep 2015, In : Journal of Machine Learning Research. 16, p. 2051-2066 16 p.

    Research output: Contribution to journalEditorial

  29. Published

    Alexey Chervonenkis's Bibliography

    Gammerman, A. & Vovk, V., Sep 2015, In : Journal of Machine Learning Research. 16, p. 2067-2080 14 p.

    Research output: Contribution to journalEditorial

  30. Published

    Preface to this Special Issue

    Gammerman, A. & Vovk, V., Sep 2015, In : Journal of Machine Learning Research. 16, p. 1677-1681 5 p.

    Research output: Contribution to journalEditorial

  31. Published

    Cross-conformal predictors

    Vovk, V., Jun 2015, In : Annals of Mathematics and Artificial Intelligence. 74, 1-2, p. 9-28 20 p.

    Research output: Contribution to journalArticle

  32. Published

    Multiprobabilistic prediction in early medical diagnoses

    Nouretdinov, I., Devetyarov, D., Vovk, V., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Waterfield, M., Cramer, R., Timms, J. F., Jacobs, I. & Gammerman, A., Jun 2015, In : Annals of Mathematics and Artificial Intelligence. 74, 1-2, p. 203-222 20 p.

    Research output: Contribution to journalArticle

  33. E-pub ahead of print

    Itô Calculus without Probability in Idealized Financial Markets

    Vovk, V., 15 May 2015, In : Lithuanian Mathematical Journal. 55, 2, p. 270-290 21 p.

    Research output: Contribution to journalArticle

  34. Published

    Comment: The Two Styles of VC Bounds

    Vovk, V., 2015, Measures of Complexity: Festschrift for Alexey Chervonenkis. Vovk, V., Papadopoulos, H. & Gammerman, A. (eds.). Springer, p. 161-164 4 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  35. 2014
  36. Published

    Generalised Entropies and Asymptotic Complexities of Languages

    Kalnishkan, Y., Vyugin, M. V. & Vovk, V., Oct 2014, In : Information and Computation. 237, p. 101–141

    Research output: Contribution to journalArticle

  37. Published

    Beyond the Basic Conformal Prediction Framework

    Vovk, V., 2014, Conformal Prediction for Reliable Machine Learning: Theory, Adaptations, and Applications. Balasubramanian, V. N., Ho, S-S. & Vovk, V. (eds.). 1 ed. Elsevier, p. 21-46 26 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  38. Published

    Buy low, sell high

    Koolen, W. & Vovk, V., 2014, In : Theoretical Computer Science. 558, p. 144-158 15 p.

    Research output: Contribution to journalArticle

  39. Published

    Criteria of efficiency for conformal prediction

    Vovk, V., Fedorova, V., Nouretdinov, I. & Gammerman, A., 2014, On-line Compression Modelling Project (New Series), 19 p.

    Research output: Working paper

  40. Published

    Efficiency of conformalized ridge regression

    Burnaev, E. & Vovk, V., 2014, Proceedings of the Twenty Seventh Annual Conference on Learning Theory: JMLR: Workshop and Conference Proceedings. Vol. 35. p. 605-622 18 p.

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

  41. Published

    From conformal to probabilistic prediction

    Vovk, V., Petej, I. & Fedorova, V., 2014, COPA 2014 Proceedings.

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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 2013
  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 2012
  53. Published

    Combining p-values via averaging

    Vovk, V., 20 Dec 2012, 7 p.

    Research output: Working paper

  54. 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

  55. Published

    Venn predictors and isotonic regression

    Vovk, V., 31 Oct 2012, 4 p.

    Research output: Working paper

  56. Published

    Inductive conformal predictors in the batch mode

    Vovk, V., 12 Sep 2012.

    Research output: Working paper

  57. Published

    Generalized entropies and asymptotic complexities of languages

    Kalnishkan, Y., Vyugin, M. V. & Vovk, V., Sep 2012, Proceedings of the Fifth Workshop on Information-Theoretic Methods in Science and Engineering. de Rooij, S., Kotlowski, W., Rissanen, J., Millimaki, P., T. R. & Yamanishi, K. (eds.). Amsterdam: CWI, p. 44-47 4 p.

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

  58. Published

    Informational and computation efficiency of set predictors

    Vovk, V., Sep 2012, Proceedings of the Fifth Workshop on Information-Theoretic Methods in Science and Engineering. de Rooij, S., Kotlowski, W., Rissanen, J., Millimaki, P., T. R. & Yamanishi, K. (eds.). Amsterdam: CWI, p. 48-51 4 p.

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

  59. Published

    Cross-conformal predictors

    Vovk, V., 3 Aug 2012.

    Research output: Working paper

  60. Published

    Plug-in martingales for testing exchangeability on-line

    Fedorova, V., Gammerman, A., Nouretdinov, I. & Vovk, V., 15 Apr 2012, 17 p.

    Research output: Working paper

  61. 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

  62. Forthcoming

    Buy low, sell high

    Koolen, W. & 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. 335 - 349 15 p. (Lecture Notes in Artificial Intelligence).

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

  63. Published

    Conformal predictors in early diagnostics of ovarian and breast cancers

    Devetyarov, D., Nouretdinov, I., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Vovk, V., Waterfield, M., Cramer, R., Timms, J. F., Sinclair, J., Menon, U., Jacobs, I. & Gammerman, A., 2012, In : Progress in Artificial Intelligence. 1, p. 245 - 257 13 p.

    Research output: Contribution to journalArticle

  64. Published

    Continuous-time trading and the emergence of probability

    Vovk, V., 2012, In : Finance and Stochastics. 16, 4, p. 561 - 609

    Research output: Contribution to journalArticle

  65. Forthcoming
  66. Published

    Levy's zero-one law in game-theoretic probability

    Shafer, G., Vovk, V. & Takemura, A., 2012, In : Journal of Theoretical Probability. 25, 1, p. 1-24 24 p.

    Research output: Contribution to journalArticle

  67. Published

    Multiprobabilistic Venn Predictors with Logistic Regression

    Nouretdinov, I., Devetyarov, D., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Vovk, V., Waterfield, M., Cramer, R., Timms, J. F., Jacobs, I., Menon, U. & Gammerman, A., 2012, Artificial Intelligence Applications and Innovations - AIAI 2012 International Workshops: AIAB, AIeIA, CISE, COPA, IIVC, ISQL, MHDW, and WADTMB, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part II. Iliadis, L., Maglogiannis, I., Papadopoulos, H., Karatzas, K. & Sioutas, S. (eds.). Springer, Vol. 382. (IFIP Advances in Information and Communication Technology).

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

  68. Published

    Plug-in martingales for testing exchangeability on-line

    Fedorova, V., Gammerman, A., Nouretdinov, I. & Vovk, V., 2012, Proceedings of the 29th International Conference on Machine Learning (ICML-12). Langford, J. & Pineau, J. (eds.). Omnipress, p. 1639-1646 8 p.

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

  69. 2011
  70. Published

    A simplified Capital Asset Pricing Model

    Vovk, V., 11 Nov 2011, 6 p.

    Research output: Working paper

  71. Published

    Early detection of ovarian cancer in samples pre-diagnosis using CA125 and MALDI-MS peaks

    Timms, J. F., Menon, U., Devetyarov, D., Tiss, A., Camuzeaux, S., McCurrie, K., Nouretdinov, I., Burford, B., Smith, C., Gentry-Maharaj, A., Hallett, R., Ford, J., Luo, Z., Vovk, V., Gammerman, A., Cramer, R. & Jacobs, I., Nov 2011, In : Cancer Genomics and Proteomics. 8, 6, p. 289-305

    Research output: Contribution to journalArticle

  72. Published
  73. Published
  74. Published

    Losing money with a high Sharpe ratio

    Vovk, V., 4 Sep 2011, 6 p.

    Research output: Working paper

  75. Published

    Probability-free pricing of adjusted American lookbacks

    Philip Dawid, A., de Rooij, S., Grunwald, P., M. Koolen, W., Shafer, G., Shen, A., Vereshchagin, N. & Vovk, V., 20 Aug 2011, 28 p.

    Research output: Working paper

  76. Forthcoming

    Conformal predictions for reliable machine learning: Theory and applications

    Balasubramanian, V., Ho, S-S., Panchanathan, S. & Vovk, V., 8 Aug 2011, (Accepted/In press).

    Research output: Contribution to conferenceOther

  77. Published

    Ito calculus without probability in idealized financial markets

    Vovk, V., 3 Aug 2011, 25 p.

    Research output: Working paper

  78. Published

    Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression

    Nouretdinov, I., Costafreda, S. G., Gammerman, A., Chervonenkis, A., Vovk, V., Vapnik, V. & Fu, C. H. Y., 15 May 2011, In : NeuroImage. 56, 2, p. 809-813 5 p.

    Research output: Contribution to journalArticle

  79. Published

    Regression conformal prediction with nearest neighbours

    Papadopoulos, H., Vovk, V. & Gammerman, A., Apr 2011, In : Journal of Artificial Intelligence Research. 40, p. 815-840 26 p.

    Research output: Contribution to journalArticle

  80. Published

    Insuring against loss of evidence in game-theoretic probability

    Dawid, A. P., de Rooij, S., Shafer, G., Shen, A., Vereshchagin, N. & Vovk, V., Jan 2011, In : Statistics and Probability Letters. 81, 1, p. 157-162 6 p.

    Research output: Contribution to journalArticle

  81. Forthcoming

    Conformal predictions for reliable machine learning: Theory and applications

    Balasubramanian, V., Ho, S-S., Panchanathan, S. & Vovk, V., 2011, (Accepted/In press).

    Research output: Contribution to conferenceOther

  82. Published

    Rough paths in idealized financial markets

    Vovk, V., 2011, In : Lithuanian Mathematical Journal. 51, 2, p. 274 - 285 12 p.

    Research output: Contribution to journalArticle

  83. Published

    Test martingales, Bayes factors, and p-values

    Shafer, G., Shen, A., Vereshchagin, N. & Vovk, V., 2011, In : Statistical Science. 26, p. 84 - 101 17 p.

    Research output: Contribution to journalArticle

  84. Published

    The generality of the zero-one laws

    Takemura, A., Vovk, V. & Shafer, G., 2011, In : Annals of the Institute of Statistical Mathematics. 63, 5, p. 873 - 885 13 p.

    Research output: Contribution to journalArticle

  85. 2010
  86. Published

    Weak aggregating algorithm for the distribution-free perishable inventory problem

    Levina, T., Levin, Y., McGill, J., Nediak, M. & Vovk, V., Nov 2010, In : Operations Research Letters. 38, 6, p. 516-521 6 p.

    Research output: Contribution to journalArticle

  87. Published

    Prequential randomness and probability

    Vovk, V. & Shen, A., 17 Jun 2010, In : Theoretical Computer Science. 411, 29-30, p. 2632-2646 15 p.

    Research output: Contribution to journalArticle

  88. 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

  89. Published
  90. Published

    Insuring against loss of evidence in game-theoretic probability

    Philip Dawid, A., de Rooij, S., Shafer, G., Shen, A., Vereshchagin, N. & Vovk, V., 11 May 2010.

    Research output: Working paper

  91. Published

    Rough paths in idealized financial markets

    Vovk, V., 3 May 2010.

    Research output: Working paper

  92. Published
  93. Published

    How to base probability theory on perfect-information games

    Shafer, G., Vovk, V. & Chychyla, R., Feb 2010, In : Bulletin of the European Association for Theoretical Computer Science. 100, p. 115-148 34 p.

    Research output: Contribution to journalArticle

  94. Published

    Competitive online generalized linear regression under square loss

    Zhdanov, F. & Vovk, V., 2010, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2010. Balcazar, J., Bonchi, F., Gionis, A. & Sebag, M. (eds.). Springer, p. 531-546 16 p.

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

  95. Published

    Editors' introduction

    Hutter, M., Stephan, F., Vovk, V. & Zeugmann, T., 2010, Proceedings of the Twentieth International Conference on Algorithmic Learning Theory. Berlin: Springer, Vol. 6331. p. 1-10 10 p. (Lecture Notes in Articial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

  96. 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

  97. Published

    Predictions controlees en apprentissage automatique

    Gammerman, A. & Vovk, V., 2010, In : La Revue Modulad. 42, p. 16-33 18 p.

    Research output: Contribution to journalArticle

  98. 2009
  99. Published

    Jeffreys's law for general games of prediction: in search of a theory

    P. Dawid, A. & G. Vovk, V., 22 Dec 2009.

    Research output: Working paper

  100. Published

    Test martingales, Bayes factors, and p-values

    Shafer, G., Shen, A., Vereshchagin, N. & Vovk, V., 21 Dec 2009.

    Research output: Working paper

  101. Published

    Merging of opinions in game-theoretic probability

    Vovk, V., Dec 2009, In : Annals of the Institute of Statistical Mathematics. 61, 4, p. 969-993 25 p.

    Research output: Contribution to journalArticle

  102. Published

    Prediction With Expert Advice For The Brier Game

    Vovk, V. & Zhdanov, F., Nov 2009, In : Journal of Machine Learning Research. 10, p. 2445-2471 27 p.

    Research output: Contribution to journalArticle

  103. Published

    Competing with Gaussian linear experts

    Zhdanov, F. & Vovk, V., 24 Oct 2009.

    Research output: Working paper

  104. Published

    On-line predictive linear regression

    Vovk, V., Nouretdinov, I. & Gammerman, A., Jun 2009, In : The Annals of Statistics. 37, 3, p. 1566-1590 25 p.

    Research output: Contribution to journalArticle

  105. Published
  106. Published

    Levy's zero-one law in game-theoretic probability

    Shafer, G., Vovk, V. & Takemura, A., 3 May 2009.

    Research output: Working paper

  107. Published

    Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer

    Gammerman, A., Vovk, V., Burford, B., Nouretdinov, I., Luo, Z., Chervonenkis, A., Waterfield, M., Cramer, R., Tempst, P., Villanueva, J., Kabir, M., Camuzeaux, S., Timms, J., Menon, U. & Jacobs, I., May 2009, In : The Computer Journal. 52, 3, p. 326-333 8 p.

    Research output: Contribution to journalArticle

  108. Published

    Continuous-time trading and the emergence of probability

    Vovk, V., 28 Apr 2009.

    Research output: Working paper

  109. Published
  110. Published

    Prediction with expert evaluators' advice

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

    Research output: Working paper

  111. Published

    Superefficiency from the Vantage Point of Computability

    Vovk, V., Feb 2009, In : Statistical Science. 24, 1, p. 73-86 14 p.

    Research output: Contribution to journalArticle

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