Chris Watkins
Chris Watkins
Professor in Computer Science, Royal Holloway
Verified email at rhul.ac.uk
Title
Cited by
Cited by
Year
Q-learning
CJCH Watkins, P Dayan
Machine learning 8 (3), 279-292, 1992
115241992
Learning from delayed rewards
CJCH Watkins
King's College, Cambridge, 1989
75551989
Text classification using string kernels
H Lodhi, C Saunders, J Shawe-Taylor, N Cristianini, C Watkins
The Journal of Machine Learning Research 2, 419-444, 2002
17502002
Multi-class support vector machines
J Weston, C Watkins
Technical Report CSD-TR-98-04, Department of Computer Science, Royal …, 1998
17081998
Support vector machines for multi-class pattern recognition.
J Weston, C Watkins
Esann 99, 219-224, 1999
10681999
The spread of awareness and its impact on epidemic outbreaks
S Funk, E Gilad, C Watkins, VAA Jansen
Proceedings of the National Academy of Sciences 106 (16), 6872, 2009
6692009
Learning and sequential decision making
AG Barto, RS Sutton, CJCH Watkins
Learning and computational neuroscience, 1989
5671989
Dynamic alignment kernels
C Watkins
Advances in neural information processing systems, 39-50, 1999
3821999
Technical note q-learning
CJCH Watkins
Reinforcement learning, 1993
3391993
Text classification using string kernels
H Lodhi, J Shawe-Taylor, N Cristianini, C Watkins
Advances in neural information processing systems 13, 563-569, 2000
2782000
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
206*1997
Method for separately permissioned communication
JS Denker, CJCH Watkins
US Patent 6,064,878, 2000
2002000
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
1381999
Universal portfolio selection
V Vovk, C Watkins
Proceedings of the eleventh annual conference on Computational learning …, 1998
1081998
Sequential decision problems and neural networks
AG Barto, RS Sutton, CJCH Watkins
Advances in neural information processing systems, 686-693, 1990
1081990
Health Advice from Internet Discussion Forums: How Bad Is Dangerous?
DK Cole, Jennifer, Chris Watkins
Journal of medical Internet research 18 (1), 2016
962016
Kernels from matching operations
C Watkins
Technical report, Department of Computer Science, Royal Holloway, University …, 1999
641999
An intuitive graphical visualization technique for the interrogation of transcriptome data
N Bushati, J Smith, J Briscoe, C Watkins
Nucleic Acids Research 39 (17), 7380-7389, 2011
442011
Method of automatic verification of personal identity
CJCH Watkins
US Patent 5,719,560, 1998
431998
Languages as hyperplanes: grammatical inference with string kernels
A Clark, CC Florêncio, C Watkins
European Conference on Machine Learning, 90-101, 2006
302006
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