Algorithmic learning in a random world V Vovk, A Gammerman, G Shafer Springer, 2005 | 1740 | 2005 |
Ridge regression learning algorithm in dual variables C Saunders, A Gammerman, V Vovk | 1092 | 1998 |
Inductive confidence machines for regression H Papadopoulos, K Proedrou, V Vovk, A Gammerman Machine learning: ECML 2002: 13th European conference on machine learning …, 2002 | 403 | 2002 |
Machine-learning applications of algorithmic randomness V Vovk, A Gammerman, C Saunders | 266 | 1999 |
Transduction with confidence and credibility C Saunders, A Gammerman, V Vovk | 246 | 1999 |
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 | 212 | 2002 |
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 | 205 | 2011 |
Hedging predictions in machine learning A Gammerman, V Vovk The Computer Journal 50 (2), 151-163, 2007 | 194 | 2007 |
Preanalytic influence of sample handling on SELDI-TOF serum protein profiles JF Timms, E Arslan-Low, A Gentry-Maharaj, Z Luo, D T’Jampens, ... Clinical chemistry 53 (4), 645-656, 2007 | 173 | 2007 |
Regression conformal prediction with nearest neighbours H Papadopoulos, V Vovk, A Gammerman Journal of Artificial Intelligence Research 40, 815-840, 2011 | 169 | 2011 |
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 | 169 | 1999 |
Theory of support vector machines MO Stitson, JAE Weston, A Gammerman, V Vovk, V Vapnik University of London 117 (827), 188-191, 1996 | 168 | 1996 |
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 |
On-line predictive linear regression V Vovk, I Nouretdinov, A Gammerman The Annals of Statistics, 1566-1590, 2009 | 97 | 2009 |
Testing exchangeability on-line V Vovk, I Nouretdinov, A Gammerman Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003 | 97 | 2003 |
Prediction algorithms and confidence measures based on algorithmic randomness theory A Gammerman, V Vovk Theoretical Computer Science 287 (1), 209-217, 2002 | 96 | 2002 |
Criteria of efficiency for conformal prediction V Vovk, V Fedorova, I Nouretdinov, A Gammerman Conformal and Probabilistic Prediction with Applications: 5th International …, 2016 | 93 | 2016 |
Conformal prediction with neural networks H Papadopoulos, V Vovk, A Gammerman 19th IEEE International Conference on Tools with Artificial Intelligence …, 2007 | 88 | 2007 |
Plug-in martingales for testing exchangeability on-line V Fedorova, A Gammerman, I Nouretdinov, V Vovk arXiv preprint arXiv:1204.3251, 2012 | 82 | 2012 |
Bayesian diagnostic probabilities without assuming independence of symptoms A Gammerman, AR Thatcher Methods of information in medicine 30 (01), 15-22, 1991 | 76 | 1991 |