Follow
Alexander Gammerman
Alexander Gammerman
Professor of Computer Science, Royal Holloway University of London
Verified email at rhul.ac.uk - Homepage
Title
Cited by
Cited by
Year
Algorithmic learning in a random world
V Vovk, A Gammerman, G Shafer
Springer, 2005
16382005
Ridge regression learning algorithm in dual variables
C Saunders, A Gammerman, V Vovk
10801998
Inductive confidence machines for regression
H Papadopoulos, K Proedrou, V Vovk, A Gammerman
Machine Learning: ECML 2002: 13th European Conference on Machine Learning …, 2002
3712002
Machine-learning applications of algorithmic randomness
V Vovk, A Gammerman, C Saunders
2491999
Transduction with confidence and credibility
C Saunders, A Gammerman, V Vovk
2381999
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
2122002
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
2002011
Hedging predictions in machine learning
A Gammerman, V Vovk
The Computer Journal 50 (2), 151-163, 2007
1912007
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
1702007
Regression conformal prediction with nearest neighbours
H Papadopoulos, V Vovk, A Gammerman
Journal of Artificial Intelligence Research 40, 815-840, 2011
1662011
Theory of support vector machines
MO Stitson, JAE Weston, A Gammerman, V Vovk, V Vapnik
University of London 117 (827), 188-191, 1996
1661996
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
1641999
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
1641999
On-line predictive linear regression
V Vovk, I Nouretdinov, A Gammerman
The Annals of Statistics, 1566-1590, 2009
972009
Prediction algorithms and confidence measures based on algorithmic randomness theory
A Gammerman, V Vovk
Theoretical Computer Science 287 (1), 209-217, 2002
962002
Testing exchangeability on-line
V Vovk, I Nouretdinov, A Gammerman
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
942003
Criteria of efficiency for conformal prediction
V Vovk, V Fedorova, I Nouretdinov, A Gammerman
Conformal and Probabilistic Prediction with Applications: 5th International …, 2016
882016
Conformal prediction with neural networks
H Papadopoulos, V Vovk, A Gammerman
19th IEEE International Conference on Tools with Artificial Intelligence …, 2007
832007
Plug-in martingales for testing exchangeability on-line
V Fedorova, A Gammerman, I Nouretdinov, V Vovk
arXiv preprint arXiv:1204.3251, 2012
812012
Bayesian diagnostic probabilities without assuming independence of symptoms
A Gammerman, AR Thatcher
Methods of information in medicine 30 (01), 15-22, 1991
751991
The system can't perform the operation now. Try again later.
Articles 1–20