Vladimir Vovk
TitleCited byYear
Ridge regression learning algorithm in dual variables
C Saunders, A Gammerman, V Vovk
7951998
Aggregating strategies
VG Vovk
Proc. of Computational Learning Theory, 1990, 1990
7511990
Algorithmic learning in a random world
V Vovk, A Gammerman, G Shafer
Springer Science & Business Media, 2005
5832005
Probability and finance: it's only a game!
G Shafer, V Vovk
John Wiley & Sons, 2005
4932005
Learning by transduction
A Gammerman, V Vovk, V Vapnik
Proceedings of the Fourteenth conference on Uncertainty in artificial …, 1998
3901998
A game of prediction with expert advice
V Vovk
Journal of Computer and System Sciences 56 (2), 153-173, 1998
3671998
A tutorial on conformal prediction
G Shafer, V Vovk
Journal of Machine Learning Research 9 (Mar), 371-421, 2008
2832008
Competitive on‐line statistics
V Vovk
International Statistical Review 69 (2), 213-248, 2001
2502001
Transductive confidence machines for pattern recognition
K Proedrou, I Nouretdinov, V Vovk, A Gammerman
European Conference on Machine Learning, 381-390, 2002
1882002
Transduction with confidence and credibility
C Saunders, A Gammerman, V Vovk
1781999
Support vector density estimation
J Weston, A Gammerman, M Stitson, V Vapnik, V Vovk, C Watkins
Advances in Kernel Methods—Support Vector Learning, 293-306, 1999
164*1999
Support vector regression with ANOVA decomposition kernels
M Stitson, A Gammerman, V Vapnik, V Vovk, C Watkins, J Weston
Advances in kernel methods—Support vector learning, 285-292, 1999
153*1999
Machine-learning applications of algorithmic randomness
V Vovk, A Gammerman, C Saunders
1461999
The Sources of Kolmogorov's" Grundbegriffe"
G Shafer, V Vovk
Statistical Science, 70-98, 2006
1342006
Prequential probability: Principles and properties
AP Dawid, VG Vovk
Bernoulli 5 (1), 125-162, 1999
1291999
Machine learning classification with confidence: application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression
I Nouretdinov, SG Costafreda, A Gammerman, A Chervonenkis, V Vovk, ...
Neuroimage 56 (2), 809-813, 2011
1262011
Derandomizing stochastic prediction strategies
V Vovk
Machine Learning 35 (3), 247-282, 1999
1231999
Theory of support vector machines
MO Stitson, JAE Weston, A Gammerman, V Vovk, V Vapnik
University of London 117 (827), 188-191, 1996
1221996
Hedging predictions in machine learning
A Gammerman, V Vovk
The Computer Journal 50 (2), 151-163, 2007
1212007
Comparing the Bayes and typicalness frameworks
T Melluish, C Saunders, I Nouretdinov, V Vovk
European Conference on Machine Learning, 360-371, 2001
105*2001
The system can't perform the operation now. Try again later.
Articles 1–20