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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
19362005
A tutorial on conformal prediction.
G Shafer, V Vovk
Journal of Machine Learning Research 9 (3), 2008
11472008
Ridge regression learning algorithm in dual variables
C Saunders, A Gammerman, V Vovk
11211998
Aggregating strategies
VG Vovk
Proceedings of the third annual workshop on Computational learning theory …, 1990
10171990
Probability and finance: it's only a game!
G Shafer, V Vovk
John Wiley & Sons, 2005
6202005
A game of prediction with expert advice
VG Vovk
Proceedings of the eighth annual conference on Computational learning theory …, 1995
5071995
Inductive confidence machines for regression
H Papadopoulos, K Proedrou, V Vovk, A Gammerman
Machine learning: ECML 2002: 13th European conference on machine learning …, 2002
4562002
Conditional validity of inductive conformal predictors
V Vovk
Asian conference on machine learning, 475-490, 2012
3822012
Competitive on‐line statistics
V Vovk
International Statistical Review 69 (2), 213-248, 2001
3642001
Conformal prediction for reliable machine learning: theory, adaptations and applications
V Balasubramanian, SS Ho, V Vovk
Newnes, 2014
3252014
Kernel ridge regression
V Vovk
Empirical inference: Festschrift in honor of vladimir n. vapnik, 105-116, 2013
2972013
Machine-learning applications of algorithmic randomness
V Vovk, A Gammerman, C Saunders
2891999
Transduction with confidence and credibility
C Saunders, A Gammerman, V Vovk
2501999
The Sources of Kolmogorov’s Grundbegriffe
G Shafer, V Vovk
2442006
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
2182002
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
2102011
Combining p-values via averaging
V Vovk, R Wang
Biometrika 107 (4), 791-808, 2020
2082020
Cross-conformal predictors
V Vovk
Annals of Mathematics and Artificial Intelligence 74, 9-28, 2015
2072015
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
202*1999
Hedging predictions in machine learning
A Gammerman, V Vovk
The Computer Journal 50 (2), 151-163, 2007
1982007
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