Sean B Holden
Sean B Holden
University Associate Professor of Computer Science, University of Cambridge
Verified email at - Homepage
Cited by
Cited by
Drug design by machine learning: support vector machines for pharmaceutical data analysis
R Burbidge, M Trotter, B Buxton, S Holden
Computers & chemistry 26 (1), 5-14, 2001
3D analysis of facial morphology
P Hammond, TJ Hutton, JE Allanson, LE Campbell, R Hennekam, ...
American journal of medical genetics Part A 126 (4), 339-348, 2004
The generalized FITC approximation
A Naish-Guzman, S Holden
Advances in Neural Information Processing Systems, 1057-1064, 2008
Machine learning for first-order theorem proving
JP Bridge, SB Holden, LC Paulson
Journal of automated reasoning 53 (2), 141-172, 2014
Support vector machines in combinatorial chemistry
MWB Trotter, BF Buxton, SB Holden
Measurement and Control 34 (8), 235-239, 2001
Performance degradation in boosting
J Wickramaratna, S Holden, B Buxton
International Workshop on Multiple Classifier Systems, 11-21, 2001
Learning from heterogeneous data sources: an application in spatial proteomics
LM Breckels, SB Holden, D Wojnar, CM Mulvey, A Christoforou, A Groen, ...
PLoS computational biology 12 (5), e1004920, 2016
Support vector machines for ADME property classification
MWB Trotter, SB Holden
Qsar & Combinatorial Science 22 (5), 533-548, 2003
Generalization and PAC learning: some new results for the class of generalized single-layer networks
SB Holden, PJW Rayner
IEEE Transactions on Neural Networks 6 (2), 368-380, 1995
Cross-validation for binary classification by real-valued functions: theoretical analysis
M Anthony, SB Holden
Proceedings of the eleventh annual conference on Computational learning …, 1998
On the practical applicability of VC dimension bounds
SB Holden, M Niranjan
Neural computation 7 (6), 1265-1288, 1995
PAC-like upper bounds for the sample complexity of leave-one-out cross-validation
SB Holden
Proceedings of the ninth annual conference on Computational learning theory …, 1996
Modeling the model athlete: Automatic coaching of rowing technique
S Fothergill, R Harle, S Holden
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2008
Robust regression with twinned Gaussian processes
A Naish-Guzman, S Holden
Advances in Neural Information Processing Systems, 1065-1072, 2008
Quantifying generalization in linearly weighted neural networks
M Anthony, SB Holden
Complex Systems 8 (2), 91-114, 1994
Average-case learning curves for radial basis function networks
SB Holden, M Niranjan
Neural Computation 9 (2), 441-460, 1997
Cross-validation and the {PAC} learning model
SB Holden
On the theory of generalization and self-structuring in linearly weighted connectionist networks.
SB Holden
University of Cambridge, 1993
Co-complex protein membership evaluation using Maximum Entropy on GO ontology and InterPro annotation
IM Armean, KS Lilley, MWB Trotter, NCV Pilkington, SB Holden
Bioinformatics 34 (11), 1884-1892, 2018
Machine Learning for Automated Theorem Proving: Learning to Solve SAT and QSAT
SB Holden
Foundations and Trends® in Machine Learning 14 (6), 807-989, 2021
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