Alexander Gammerman
Alexander Gammerman
Professor of Computer Science, Royal Holloway University of London
ยืนยันอีเมลแล้วที่ rhul.ac.uk - หน้าแรก
ชื่อ
อ้างโดย
อ้างโดย
ปี
Ridge regression learning algorithm in dual variables
C Saunders, A Gammerman, V Vovk
8711998
Algorithmic learning in a random world
V Vovk, A Gammerman, G Shafer
Springer Science & Business Media, 2005
7622005
Learning by transduction
A Gammerman, V Vovk, V Vapnik
arXiv preprint arXiv:1301.7375, 2013
4502013
Transductive confidence machines for pattern recognition
K Proedrou, I Nouretdinov, V Vovk, A Gammerman
European Conference on Machine Learning, 381-390, 2002
1962002
Transduction with confidence and credibility
C Saunders, A Gammerman, V Vovk
1911999
Machine-learning applications of algorithmic randomness
V Vovk, A Gammerman, C Saunders
1661999
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
1601999
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
1592011
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
1572007
Hedging predictions in machine learning
A Gammerman, V Vovk
The Computer Journal 50 (2), 151-163, 2007
1462007
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
1391999
Theory of support vector machines
MO Stitson, JAE Weston, A Gammerman, V Vovk, V Vapnik
University of London 117 (827), 188-191, 1996
1321996
Inductive confidence machines for regression
H Papadopoulos, K Proedrou, V Vovk, A Gammerman
European Conference on Machine Learning, 345-356, 2002
1282002
Regression conformal prediction with nearest neighbours
H Papadopoulos, V Vovk, A Gammerman
Journal of Artificial Intelligence Research 40, 815-840, 2011
932011
Prediction algorithms and confidence measures based on algorithmic randomness theory
A Gammerman, V Vovk
Theoretical Computer Science 287 (1), 209-217, 2002
932002
Bayesian diagnostic probabilities without assuming independence of symptoms
A Gammerman, AR Thatcher
Methods of information in medicine 30 (01), 15-22, 1991
691991
Probabilistic reasoning in evidential assessment
CGG Aitken, A Gammerman
Journal of the Forensic Science Society 29 (5), 303-316, 1989
621989
Kolmogorov Complexity: Sources, Theory and Applications.
A Gammerman, V Vovk
Computer Journal 42 (4), 1999
55*1999
Density estimation using support vector machines
J Weston, A Gammerman, MO Stitson, V Vapnik, V Vovk, C Watkins
Technical report, Royal Holloway College, Report number CSD-TR-97-23, 1997
551997
On-line predictive linear regression
V Vovk, I Nouretdinov, A Gammerman
The Annals of Statistics 37 (3), 1566-1590, 2009
532009
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