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Vladimir Vovk
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Year
Algorithmic learning in a random world
V Vovk, A Gammerman, G Shafer
Springer, 2005
11972005
Ridge regression learning algorithm in dual variables
C Saunders, A Gammerman, V Vovk
10061998
Aggregating strategies
VG Vovk
Annual Workshop on Computational Learning Theory: Proceedings of the third …, 1990
9261990
A Tutorial on Conformal Prediction.
G Shafer, V Vovk
Journal of Machine Learning Research 9 (3), 2008
7112008
Probability and finance: it's only a game!
G Shafer, V Vovk
John Wiley & Sons, 2005
5682005
Learning by transduction
A Gammerman, V Vovk, V Vapnik
arXiv preprint arXiv:1301.7375, 2013
5612013
A game of prediction with expert advice
VG Vovk
Proceedings of the eighth annual conference on Computational learning theory …, 1995
4461995
Competitive on‐line statistics
V Vovk
International Statistical Review 69 (2), 213-248, 2001
3302001
Inductive confidence machines for regression
H Papadopoulos, K Proedrou, V Vovk, A Gammerman
Machine Learning: ECML 2002: 13th European Conference on Machine Learning …, 2002
2352002
Conformal prediction for reliable machine learning: theory, adaptations and applications
V Balasubramanian, SS Ho, V Vovk
Newnes, 2014
2232014
Transduction with confidence and credibility
C Saunders, A Gammerman, V Vovk
2171999
Transductive confidence machines for pattern recognition
K Proedrou, I Nouretdinov, V Vovk, A Gammerman
Machine Learning: ECML 2002: 13th European Conference on Machine Learning …, 2002
2102002
Machine-learning applications of algorithmic randomness
V Vovk, A Gammerman, C Saunders
2021999
The Sources of Kolmogorov’s Grundbegriffe
G Shafer, V Vovk
1922006
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
1872011
Conditional validity of inductive conformal predictors
V Vovk
Asian conference on machine learning, 475-490, 2012
1842012
Hedging predictions in machine learning
A Gammerman, V Vovk
The Computer Journal 50 (2), 151-163, 2007
1832007
Kernel ridge regression
V Vovk
Empirical Inference: Festschrift in Honor of Vladimir N. Vapnik, 105-116, 2013
1812013
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
180*1999
Prequential probability: principles and properties
AP Dawid, VG Vovk
Bernoulli, 125-162, 1999
1741999
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