Vladimir Vovk
Title
Cited by
Cited by
Year
Ridge regression learning algorithm in dual variables
C Saunders, A Gammerman, V Vovk
9251998
Algorithmic learning in a random world
V Vovk, A Gammerman, G Shafer
Springer Science & Business Media, 2005
9032005
Aggregating strategies
VG Vovk
Proc. of Computational Learning Theory, 1990, 1990
8901990
Probability and finance: it's only a game!
G Shafer, V Vovk
John Wiley & Sons, 2005
5482005
A Tutorial on Conformal Prediction.
G Shafer, V Vovk
Journal of Machine Learning Research 9 (3), 2008
5042008
Learning by transduction
A Gammerman, V Vovk, V Vapnik
arXiv preprint arXiv:1301.7375, 2013
4842013
A game of prediction with expert advice
V Vovk
Journal of Computer and System Sciences 56 (2), 153-173, 1998
4281998
Competitive on‐line statistics
V Vovk
International Statistical Review 69 (2), 213-248, 2001
3102001
Transductive confidence machines for pattern recognition
K Proedrou, I Nouretdinov, V Vovk, A Gammerman
European Conference on Machine Learning, 381-390, 2002
2062002
Transduction with confidence and credibility
C Saunders, A Gammerman, V Vovk
2001999
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
178*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
172*1999
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
1712011
The sources of Kolmogorov’s Grundbegriffe
G Shafer, V Vovk
Statistical Science 21 (1), 70-98, 2006
1712006
Machine-learning applications of algorithmic randomness
V Vovk, A Gammerman, C Saunders
1701999
Inductive confidence machines for regression
H Papadopoulos, K Proedrou, V Vovk, A Gammerman
European Conference on Machine Learning, 345-356, 2002
1682002
Hedging predictions in machine learning
A Gammerman, V Vovk
The Computer Journal 50 (2), 151-163, 2007
1652007
Prequential probability: principles and properties
AP Dawid, VG Vovk
Bernoulli, 125-162, 1999
1591999
Conformal prediction for reliable machine learning: theory, adaptations and applications
V Balasubramanian, SS Ho, V Vovk
Newnes, 2014
1532014
Theory of support vector machines
MO Stitson, JAE Weston, A Gammerman, V Vovk, V Vapnik
University of London 117 (827), 188-191, 1996
1431996
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