Professor Vladimir Vovk

  1. 2002
  2. Published

    Asymptotic optimality of transductive confidence machine

    Vovk, V., 2002, Lecture Notes in Articial Intelligence. Vol. 2533. p. 336-350 15 p.

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

  3. Published

    Inductive Confidence Machine for pattern recognition

    Surkov, D., Gammerman, A. & Vovk, V., 2002, Proceedings of the ICDM 2002 Workshop on the Foundation of Data Mining and Knowledge Discovery. Lin, T. & Ohsuga, S. (eds.). Shimane Medical University, p. 249-255 7 p.

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

  4. Published

    Inductive confidence machines for regression

    Papadopoulos, H., Proedrou, K., Vovk, V. & Gammerman, A., 2002, Proceedings of the Thirteenth European Conference on Machine Learning. Elomaa, T., Mannila, H. & Toivonen, H. (eds.). London: Springer, p. 345-356 12 p. (Lecture Notes in Computer Science; vol. 2430).

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

  5. Published

    On-line confidence machines are well-calibrated

    Vovk, V., 2002, Proceedings of the Forty Third Annual Symposium on Foundations of Computer Science. Los Alamitos, CA: IEEE Computer Society, p. 187-196 10 p.

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

  6. Published

    Qualified predictions for large data sets in the case of pattern recognition

    Papadopoulos, H., Vovk, V. & Gammerman, A., 2002, Proceedings of the International Conference on Machine Learning and Applications. Wani, M., Arabnia, H., Cios, K., Hafeez, K. & Kendall, G. (eds.). CSREA Press, p. 159-163 5 p.

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

  7. Published

    Transductive confidence machines for pattern recognition

    Proedrou, K., Nouretdinov, I., Vovk, V. & Gammerman, A., 2002, Proceedings of the Thirteenth European Conference on Machine Learning. Elomaa, T., Mannila, H. & Toivonen, H. (eds.). London: Springer, p. 381-390 10 p. (Lecture Notes in Computer Science; vol. 2430).

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

  8. 2001
  9. Published
  10. Published

    The Game-Theoretic Capital Asset Pricing Model

    Vovk, V. & Shafer, G., 1 Nov 2001.

    Research output: Working paper

  11. Published

    Competitive on-line statistics

    Vovk, V., Aug 2001, In : INTERNATIONAL STATISTICAL REVIEW. 69, 2, p. 213-248 36 p.

    Research output: Contribution to journalArticle

  12. Published

    Predicting nearly as well as the best pruning of a decision tree through dynamic programming scheme

    Takimoto, E., Maruoka, A. & Vovk, V., 17 Jun 2001, In : Theoretical Computer Science. 261, 1, p. 179-209 31 p.

    Research output: Contribution to journalArticle

  13. Published

    Probability theory for the Brier game

    Vovk, V., 17 Jun 2001, In : Theoretical Computer Science. 261, 1, p. 57-79 23 p.

    Research output: Contribution to journalArticle

  14. Published

    Comparing the Bayes and typicalness frameworks

    Melluish, T., Saunders, C., Nouretdinov, I. & Vovk, V., 2001, Lecture Notes in Articial Intelligence. Vol. 2167. p. 360-371

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

  15. Published

    Kolmogorov's complexity conception of probability

    Vovk, V., 2001, Probability Theory: Philosophy, Recent History and Relations to Science. Dordrecht: Kluwer, p. 51-69 19 p.

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

  16. Published

    Loss functions, complexities, and the Legendre transformation

    Kalnishkan, Y., Vovk, V. & Vyugin, M. V., 2001, Proceedings of the Twelfth International Conference on Algorithmic Learning Theory. Abe, N., Khardon, R. & Zeugmann, T. (eds.). London: Springer, p. 181-189 9 p.

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

  17. Published

    Pattern recognition and density estimation under the general i.i.d assumption

    Nouretdinov, I., Vovk, V., Vyugin, M. & Gammerman, A., 2001, Proceedings of the Fourteenth Annual Conference on Computational Learning Theory and Fifth European Conference on Computational Learning Theory. Helmbold, D. & Williamson, B. (eds.). London: Springer, p. 337-353 17 p. (Lecture Notes in Artificial Intelligence; vol. 2111).

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

  18. Published

    Probability and Finance: It's Only a Game!

    Shafer, G. & Vovk, V., 2001, New York: Wiley-Interscience.

    Research output: Book/ReportBook

  19. Published

    Ridge Regression Confidence Machine

    Nouretdinov, I., Melluish, T. & Vovk, V., 2001, Proceedings of the Eighteenth International Conference on Machine Learning. p. 385-392

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

  20. 2000
  21. Published

    Black-Scholes formula without stochastic assumptions

    Vovk, V., May 2000, Models for Credit Risk. London: UNICOM Seminars, p. 149-154 6 p.

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

  22. Published

    Black-Scholes formula without stochastic assumptions

    Vovk, V., Mar 2000.

    Research output: Working paper

  23. Published

    The existence of predictive complexity and the Legendre transformation

    Kalnichkan, Y. & Vovk, V., Mar 2000.

    Research output: Working paper

  24. Published

    Computationally efficient transductive machines

    Saunders, C., Gammerman, A. & Vovk, V., 2000, Proceedings of the Eleventh International Conference on Algorithmic Learning Theory. Arimura, H., Jain, S. & Sharma, A. (eds.). Berlin: Springer, p. 325-333 9 p. (Lecture Notes in Artificial Intelligence; vol. 1968).

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

  25. 1999
  26. Published

    Derandomizing stochastic prediction strategies

    Vovk, V., Jun 1999, In : Machine Learning. 35, 3, p. 247-282 36 p.

    Research output: Contribution to journalArticle

  27. Published
  28. Published

    Central limit theorem without probability

    Vovk, V., 1999.

    Research output: Working paper

  29. Published

    Competitive on-line statistics

    Vovk, V., 1999, Bulletin of the International Statistical Institute. Proceedings of the Fifty Second Session. Vol. Tome 58, Book 1. p. 231-234

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

  30. Published

    Complexity approximation principle

    Vovk, V. & Gammerman, A., 1999, In : The Computer Journal. 42, 4, p. 318-322 5 p.

    Research output: Contribution to journalArticle

  31. Published

    Editorial: Kolmogorov complexity

    Gammerman, A. & Vovk, V., 1999, In : The Computer Journal. 42, p. 251 1 p.

    Research output: Contribution to journalEditorial

  32. Published
  33. Published

    Kolmogorov complexity: Sources, theory and applications

    Gammerman, A. & Vovk, V., 1999, In : The Computer Journal. 42, 4, p. 252-255 4 p.

    Research output: Contribution to journalArticle

  34. Published

    Machine-learning applications of algorithmic randomness

    Vovk, V., Gammerman, A. & Saunders, C., 1999, Proceedings of the Sixteenth International Conference on Machine Learning. San Francisco, CA: Morgan Kaufmann, p. 444-453 10 p.

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

  35. Published

    Prequential probability: principles and properties

    Dawid, A. P. & Vovk, V., 1999, In : Bernoulli. 5, p. 125-162 38 p.

    Research output: Contribution to journalArticle

  36. Published

    Pricing European options without probability

    Vovk, V., 1999.

    Research output: Working paper

  37. Published

    Special issue editorial - Kolmogorov complexity

    Gammerman, A. & Vovk, V., 1999, In : The Computer Journal. 42, 4, p. 251-251 1 p.

    Research output: Contribution to journalEditorial

  38. Published

    Statistical applications of algorithmic randomness

    Vovk, V. & Gammerman, A., 1999, Bulletin of the International Statistical Institute. Proceedings of the Fifty Second Session: Contributed Papers. book 3 ed. Vol. 58. p. 469-470 2 p.

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

  39. Published

    Support Vector density estimation

    Weston, J., Gammerman, A., Stitson, M., Vapnik, V., Vovk, V. & Watkins, C., 1999, Advances in Kernel Methods: Support Vector Learning. Scholkopf, B., Burghes, C. J. C. & Smola, A. J. (eds.). Cambridge, MA: MIT Press, p. 293-305 13 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  40. Published

    Support Vector regression with ANOVA decomposition kernels

    Stitson, M., Gammerman, A., Vapnik, V., Vovk, V., Watkins, C. & Weston, J., 1999, Advances in Kernel Methods: Support Vector Learning. Scholkopf, B., Burghes, C. J. C. & Smola, A. J. (eds.). Cambridge, MA: MIT Press, p. 285-291 7 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  41. Published

    Transduction with confidence and credibility

    Saunders, C., Gammerman, A. & Vovk, V., 1999, Proceedings of the Sixteenth International Joint Conference on Articial Intelligence. Dean, T. (ed.). San Francisco, CA: Morgan Kaufmann, Vol. 2. p. 722-726 5 p.

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

  42. 1998
  43. Published

    A game of prediction with expert advice

    Vovk, V., Apr 1998, In : Journal of Computer and System Sciences. 56, 2, p. 153-173 21 p.

    Research output: Contribution to journalArticle

  44. Published

    Competitive on-line linear regression

    Vovk, V., 1998, Advances in Neural Information Processing Systems. Jordan, M., Kearns, M. & Solla, S. (eds.). Cambridge, MA: MIT Press, p. 364-370 7 p.

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

  45. Published

    Learning by Support Vector Machine

    Gammerman, A. & Vovk, V., 1998.

    Research output: Contribution to conferenceOther

  46. Published

    Learning by transduction

    Gammerman, A., Vapnik, V. & Vovk, V., 1998, Proceedings of the Fourteenth Conference on Uncertainty in Articial Intelligence. San Francisco, CA: Morgan Kaufmann, p. 148-156 9 p.

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

  47. Published

    Ridge Regression learning algorithm in dual variables

    Saunders, C., Gammerman, A. & Vovk, V., 1998, Proceedings of the Fifteenth International Conference on Machine Learning. San Francisco, CA: Morgan Kaufmann, p. 515-521 7 p.

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

  48. Published

    Universal portfolio selection

    Vovk, V. & Watkins, C. J. H. C., 1998, Proceedings of the Eleventh Annual Conference on Computational Learning Theory. New York: ACM Press, p. 12-23 12 p.

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

  49. 1997
  50. Published

    Derandomizing stochastic prediction strategies

    Vovk, V., 1997, Proceedings of the Tenth Annual Conference on Computational Learning Theory. Freund, Y. & Schapire, R. (eds.). New York: ACM Press, p. 32-44 13 p.

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

  51. Published

    Learning about the parameter of the Bernoulli model

    Vovk, V., 1997, In : Journal of Computer and System Sciences. 55, p. 96-104 9 p.

    Research output: Contribution to journalArticle

  52. Published

    On-line competitive linear regression

    Vovk, V., 1997.

    Research output: Working paper

  53. Published

    Probability theory for the Brier game

    Vovk, V., 1997, Proceedings of the Workshop on Algorithmic Learning Theory. Li, M. & Maruoka, A. (eds.). Springer, p. 323-338 16 p. (Lecture Notes in Computer Science; vol. 1316).

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

  54. 1996
  55. Published

    A strictly martingale version of Kolmogorov's strong law of large numbers

    Vovk, V., 1996, In : Theory of Probability and Its Applications. 41, 3

    Research output: Contribution to journalArticle

  56. Published

    Another semantics for Pearl's action calculus

    Vovk, V., 1996, Computational Learning and Probabilistic Reasoning. Gammerman, A. (ed.). New York: Wiley-Interscience, p. 127-146 20 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  57. Published

    Learning an optimal decision strategy in an in uence diagram with latent variables

    Vovk, V., 1996, Proceedings of the Ninth Annual Conference on Computational Learning Theory. New York: ACM Press, p. 110-121 12 p.

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

  58. 1995
  59. Published

    A game of prediction with expert advice

    Vovk, V., 1995, Proceedings of the Eighth Annual Conference on Computational Learning Theory . Maass, W. (ed.). New York: ACM Press, p. 51-60

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

  60. Published

    Minimum description length estimators under the optimal coding scheme

    Vovk, V., 1995, Proceedings of the Second European Conference on Computational Learning Theory. Vitanyi, P. (ed.). Berlin: Springer, p. 237-251 (Lecture Notes in Computer Science; vol. 904).

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

  61. 1994
  62. Published

    An optimal-control application of two paradigms of on-line learning

    Vovk, V., 1994, Proceedings of the Seventh Annual Workshop on Computational Learning Theory. New York: ACM Press, p. 98-109 12 p.

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

  63. Published

    Prequential level of impossibility with some applications

    Vovk, V. & V'yugin, V. V., 1994, In : Journal of the Royal Statistical Society: Series B (Statistical Methodology). 56, p. 115-123 9 p.

    Research output: Contribution to journalArticle

  64. 1993
  65. Published
  66. Published

    A logic of probability, with application to the foundations of statistics (with discussion)

    Vovk, V., 1993, In : Journal of the Royal Statistical Society: Series B (Statistical Methodology). 55, p. 317-351 35 p.

    Research output: Contribution to journalArticle

  67. Published

    Forecasting point and continuous processes: prequential analysis

    Vovk, V., 1993, In : Test. 2, p. 189-217 29 p.

    Research output: Contribution to journalArticle

  68. Published

    On the empirical validity of the Bayesian method

    Vovk, V. & V'yugin, V. V., 1993, In : Journal of the Royal Statistical Society: Series B (Statistical Methodology). 55, p. 253-266 14 p.

    Research output: Contribution to journalArticle

  69. 1992
  70. Published

    Universal forecasting algorithms

    Vovk, V., 1992, In : Information and Computation. 96, p. 245-277 33 p.

    Research output: Contribution to journalArticle

  71. 1991
  72. Published

    Asymptotic efficiency of estimators: an algorithmic approach

    Vovk, V., 1991, In : Theory of Probability and Its Applications. 36, p. 329-343 15 p.

    Research output: Contribution to journalArticle

  73. Published
  74. 1990
  75. Published

    Aggregating strategies

    Vovk, V., 1990, Proceedings of the Third Annual Workshop on Computational Learning Theory. Fulk, M. & Case, J. (eds.). San Mateo, CA: Morgan Kaufmann, p. 371-383 13 p.

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

  76. 1989
  77. Published

    Prediction of stochastic sequences

    Vovk, V., 1989, In : Problems of Information Transmission. 25, p. 285-296 12 p.

    Research output: Contribution to journalArticle

  78. 1988
  79. Published

    Kolmogorov-Stout law of the iterated logarithm

    Vovk, V., 1988, In : Mathematical Notes. 44, p. 502-507 6 p.

    Research output: Contribution to journalArticle

  80. Published

    Об одном методе тестирования правильности программ на языке ассемблера

    Vovk, V., Semenov, A. L. & Soprunov, S. F., 1988, Вопросы кибернетики. Karmanov, V. G. (ed.). Moscow, Vol. 136. p. 56-78 23 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  81. Unpublished

    Предсказуемость алгоритмически случайных последовательностей

    Vovk, V., 1988, (Unpublished) Moscow: Moscow State University.

    Research output: ThesisDoctoral Thesis

  82. 1987
  83. Published

    On a randomness criterion

    Vovk, V., 1987, In : Soviet Mathematics Doklady. 35, p. 656-660 5 p.

    Research output: Contribution to journalArticle

  84. Published

    The law of the iterated logarithm for random Kolmogorov, or chaotic, sequences

    Vovk, V., 1987, In : Theory of Probability and Its Applications. 32, p. 413-425 13 p.

    Research output: Contribution to journalArticle

  85. 1986
  86. Published

    On the concept of the Bernoulli property

    Vovk, V., 1986, In : Russian Mathematical Surveys. 41, p. 247-248 2 p.

    Research output: Contribution to journalArticle

  87. Published

    On use of algorithmic notions of randomness and simplicity in mathematical statistics

    Vovk, V., 1986, p. 456. 1 p.

    Research output: Contribution to conferenceAbstract

  88. Published

    Об одном варианте понятия случайности по Мизесу-Черчу

    Vovk, V., 1986, p. 95-97. 3 p.

    Research output: Contribution to conferenceAbstract

  89. Published

    Об одном критерии случайности для полных последовательностей

    Vovk, V., 1986, Седьмая тематическая конференция механико-математического факультета: Алгебра, логика и теория чисел. Moscow: Moscow State University, p. 34-37 4 p.

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

  90. 1985
  91. Published

    Алгоритмическая теория случайности и проблема предсказания

    Vovk, V., 1985, Сложностные проблемы математической логики. Kanovich, M. I. (ed.). Kalinin, p. 21-24 4 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  92. Published

    Программирование на языке ассемблера векторного и конвейерного компьютера некоторых стандартных алгоритмов линейной алгебры

    Vovk, V., 1985, Вопросы кибернетики. Mel'nikov, V. A. & Dadaev, Y. G. (eds.). Moscow, Vol. 117. p. 31-44 14 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

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