@article{Cawley2008, author = "Gavin C Cawley and Nicola L C Talbot", title = "Efficient approximate leave-one-out cross-validation for kernel logistic regression", journal = "Machine Learning", volume = 71, number = "2--3", pages = "243--264", month = JUN, year = 2008 }
@article{Saadi2007, author = "Kamel Saadi and Nicola L. C. Talbot and Gavin C. Cawley", title = "Optimally regularised kernel {F}isher discriminant classification", journal = "Neural Networks", doi = "10.1016/j.neunet.2007.05.005", volume = 20, number = 7, pages = "832--841", month = SEP, year = 2007 }
@inproceedings{Cawley2007d, author = "Gavin C. Cawley and Nicola L. C. Talbot", title = "Agnostic learning versus prior knowledge in the design of kernel machines", booktitle = "Proceedings of the IEEE/INNS International Joint Conference on Neural Networks (IJCNN-2007)", pages = "1720--1725", address = "Orlando, Florida, USA", month = AUG # "~12--17", year = 2007 }
@inproceedings{Cawley2007c, author = "Gavin C. Cawley and Gareth J. Janacek and Nicola L. C. Talbot", title = "Generalised kernel machines", booktitle = "Proceedings of the IEEE/INNS International Joint Conference on Neural Networks (IJCNN-2007)", pages = "1732--1737", address = "Orlando, Florida, USA", month = AUG # "~12--17", year = 2007 }
article{Cawley2007b, author = "Gavin C. Cawley and Nicola L. C. Talbot", title = "Preventing over-fitting in model selection via {B}ayesian regularisation of the hyper-parameters", journal = "Journal of Machine Learning Research", volume = 8, pages = "841--861", month = APR, year = 2007 }
@inproceedings{Cawley2007a, author = "Gavin C. Cawley and Nicola L. C. Talbot and Mark Girolami", title = "Sparse Multinomial Logistic Regression via {B}ayesian {L1} Regularisation", booktitle = "Advances in Neural Information Processing Systems 19", editor = {B. Sch\"{o}lkopf and J. C. Platt and T. Hofmann}, publisher = "MIT Press", address = "Cambridge, MA", year = 2007 }
@article{Cawley2006a, author = "Gavin C. Cawley and Nicola L. C. Talbot", title = "Gene selection in cancer classification using sparse logistic regression with {B}ayesian regularisation", journal = "Bioinformatics", doi = "10.1093/bioinformatics/btl386", year = 2006 }
@inproceedings{Cawley2005d, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "A simple trick for constructing {B}ayesian formulations of sparse kernel learning methods", booktitle = "Proceedings of the IEEE/INNS International Joint Conference on Neural Networks (IJCNN-2005)", pages = "1425--1430", address = "Montreal, Canada", month = JUL # "~31--" # AUG # "~4", year = 2005 }
@inproceedings{Cawley2005c, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "Sparse {B}ayesian learning and the relevance multi-layer perceptron network", booktitle = "Proceedings of the IEEE/INNS International Joint Conference on Neural Networks (IJCNN-2005)", pages = "1320--1324", address = "Montreal, Canada", month = JUL # "~31--" # AUG # "~4", year = 2005 }
@article{Cawley2005e, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "Constructing {B}ayesian formulations of sparse kernel learning methods", journal = "Neural Networks", volume = "18, issues 5--6", pages = "674--683", month = JUL # "--" # AUG, doi = "10.1016/j.neunet.2005.06.002", year = 2005 }
@article{Cawley2005f, author = "Gavin C. Cawley and Nicola L. C. Talbot", title = "The evidence framework applied to sparse kernel logistic regression", journal = "Neurocomputing", volume = 64, pages = "119--135", doi = "10.1016/j.neucom.2004.11.021", year = 2005 }
@inproceedings{Saadi2004a, author = "K. Saadi and Nicola L. C. Talbot and Gavin C. Cawley", title = "Optimally regularised kernel {F}isher discriminant analysis", booktitle = "Proceedings of the 17th International Conference on Pattern Recognition (ICPR-2004)", volume = 2, pages = "427--430", address = "Cambridge, United Kingdom", month = Aug # "~23--26", year = 2004, doi = "10.1109/ICPR.2004.1334245" }
@inproceedings{Cawley2004a, author = "Gavin C. Cawley and Nicola L. C. Talbot", title = "Efficient model selection for kernel logistic regression", booktitle = "Proceedings of the 17th International Conference on Pattern Recognition (ICPR-2004)", address = "Cambridge, United Kingdom", volume = 2, pages = "439--442", month = Aug # "~23--26", year = 2004, doi = "10.1109/ICPR.2004.1334249" }
@inproceedings{Cawley2004b, author = "Gavin C. Cawley and Nicola L. C. Talbot", title = "Sparse {B}ayesian kernel logistic regression", booktitle = "Proceedings of the European Symposium on Artificial Neural Networks (ESANN-2004)", pages = "133--138", address = "Bruges, Belgium", month = Apr # "~28--30", year = 2004 }
@article{Cawley2004c, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "Fast leave-one-out cross-validation of sparse least-squares support vector machines", journal = "Neural Networks", volume = 17, number = 10, pages = "1467--1475", month = DEC, year = 2004, doi = "10.1016/j.neunet.2004.07.002", pubmed = "15541948" }
@article{Cawley2004d, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "The Evidence Framework applied to Sparse Kernel Logistic Regression", journal = "Neurocomputing", volume = "64 (Trends in Neurocomputing: 12th European Symposium on Artificial Neural Networks 2004)", pages = "119--135", year = 2004, doi = "10.1016/j.neucom.2004.11.021" }
@article{Cawley2004e, author = "Cawley, Gavin C. and Talbot, Nicola L. C. and Foxall, Robert J. and Dorling, Stephen R. and Mandic, Danilo P.", title = "Heteroscedastic kernel ridge regression", journal = "Neurocomputing", pages = "105--124", volume = 57, month = MAR, year = 2004, doi = "10.1016/j.neucom.2004.01.005" }
@inproceedings{Cawley2003b, author = "Cawley, Gavin C. and Talbot, Nicola L. C. and Foxall, Robert J. and Dorling, Stephen R. and Mandic, Danilo P.", title = "Unbiased Estimation of Conditional Variance in Heteroscedastic Kernel Ridge Regression", booktitle = "Proceedings of the European Symposium on Artificial Neural Networks (ESANN-2003)", pages = "209--214", address = "Bruges, Belgium", month = APR # "~23--25", year = 2003 }
@inproceedings{Cawley2003a, author = "Gavin C. Cawley and Nicola L. C. Talbot", title = "Efficient cross-validation of kernel Fisher discriminant classifiers", booktitle = "Proceedings of the European Symposium on Artificial Neural Networks (ESANN-2003)", pages = "241--246", address = "Bruges, Belgium", month = Apr # "~23-25", year = 2003 }
@article{Cawley2003d, author = "Gavin C. Cawley and Nicola L. C. Talbot", title = "Efficient leave-one-out cross-validation of kernel {F}isher discriminant classifiers", journal = "Pattern Recognition", volume = 36, number = 11, pages = "2585--2592", month = Nov, year = 2003, doi = "10.1016/S0031-3203(03)00136-5" }
@article{Cawley2002f, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "Reduced rank kernel ridge regression", journal = "Neural Processing Letters", volume = 16, number = 3, pages = "293--302", month = DEC, year = 2002, doi = "10.1023/A:1021798002258" }
@inproceedings{Cawley2002c, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "A Greedy Training Algorithm for Sparse Least-Squares Support Vector Machines", booktitle = "Proceedings of the International Conference on Artificial Neural Networks (ICANN-2002)", publisher = "Springer", series = "Lecture Notes in Computer Science (LNCS)", volume = "2415", pages = "681--686", address = "Madrid, Spain", month = AUG # "~27--30", year = 2002 }
@inproceedings{Cawley2002a, author = "Cawley, G. C. and Talbot, N. L. C.", title = "Efficient formation of a basis in a kernel induced feature space", booktitle = "Proceedings of the European Symposium on Artificial Neural Networks (ESANN-2002)", pages = "1--6", address = "Bruges, Belgium", month = APR # "~24--26", year = 2002 }
@article{Cawley2002b, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "Improved Sparse Least-Squares Support Vector Machines", journal = "Neurocomputing", volume = 48, pages = "1025--1031", month = OCT, year = 2002, doi = "10.1016/S0925-2312(02)00606-9" }
@inproceedings{Foxall2002a, author = "Foxall, Robert J. and Cawley, Gavin C. and Talbot, Nicola L. C. and Dorling, Stephen R. and Mandic, Danilo P.", title = "Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality", booktitle = "Proceedings of the European Symposium on Artificial Neural Networks (ESANN-2002)", pages = "19--24", address = "Bruges, Belgium", month = APR # "~24--26", year = 2002 }
@inproceedings{Saadi2002, author = "Saadi, K. and Cawley, Gavin C. and Talbot, Nicola L. C.", title = "Fast exact leave-one-out cross-validation of least-squares support vector machines", booktitle = "Proceedings of the European Symposium on Artificial Neural Networks (ESANN-2002)", pages = "149--154", address = "Bruges, Belgium", month = APR # "~24--26", year = 2002 }
@inproceedings{Cawley2001d, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "Manipulation of prior probabilities in support vector classification", booktitle = "Proceedings of the IEEE/INNS International Joint Conference on Neural Networks (IJCNN-2001)", pages = "2433--2438", address = "Washington, D.C., U.S.A.", month = JUL # "~15--19", year = 2001 }
@article{Cawley2006b, author = "Gavin C. Cawley and Nicola L. C. Talbot and Gareth J. Janacek and Mike W. Peck", title = "Sparse {B}ayesian kernel survival analysis for modelling the growth domain of microbial pathogens", journal = "IEEE Transactions on Neural Networks", volume = 17, number = 2, pages = "471--481", month = MAR, doi = "10.1109/TNN.2005.863452", year = 2006 }
@inproceedings{Cawley2005b, author = "Cawley, Gavin C. and Talbot, Nicola L. C. and Janacek, G. J. and Peck, Mike W.", title = "{B}ayesian kernel learning methods for parametric accelerated life survival analysis", booktitle = "Proceedings of the Machine Learning Workshop", editor = "Winkler, J. and Lawrence, N. and Niranjan, M.", series = "Lecture Notes on Artificial Intelligence", volume = "3635", pages = "37--55", publisher = "Springer Verlag", address = "Berlin", year = 2005 }
@article{Barker2002, author = "Gary C. Barker and Nicola L. C. Talbot and Michael W. Peck", title = "Risk assessment for \emph{Clostridium botulinum}: a network approach", journal = "International Journal of Biodeterioration and Biodegredation", volume = 50, pages = "167--175", year = 2002, doi = "10.1016/S0964-8305(02)00083-5" }
@inproceedings{Peck1999, author = "Mike W. Peck and Nicola L. C. Talbot and Gary C. Barker", title = "Risk assessment for spore-forming bacteria in food: {B}ayesian belief representations", booktitle = "Food Microbiology and Food Safety into the next millennium", pages = "442--443", address = "The Netherlands", year = 1999, publisher = "Foundation Food Micro '99: A.J.Zeist", editor = "A. C. J. Tuitelaars and R. A. Samson and F. M. Rombouts and S. Notermans" }
@article{Barker1999a, author = "Gary C. Barker and Nicola L. C. Talbot and Mike W. Peck", title = "Microbial risk assessment for sous-vide foods", journal = "Third European Symposium on Sous-Vide", address = "Leuvan", month = MAR, year = 1999 }
@misc{Peck1998, author = "Mike W. Peck and Nicola L. C. Talbot and Gary C. Barker", title = "Quantitative risk assessment for \emph{Clostridium botulinum} in minimally processed foods", note = "Oral presentation and abstract at IBRCC (Interagency botulism research co-ordinating committee) meeting", address = "Fort Washington, Pennsylvannia, USA", month = NOV, year = 1998 }
@misc{Barker1997a, author = "Gary C. Barker and Nicola L. C. Talbot and Mike W. Peck", title = "Mathematical aspects of quantitative risk assessment", note = "Invited oral presentation at BBSRC Food Directorate Microbiology Workshop", address = "Birmingham, UK", month = Mar, year = 1997 }
@misc{Barker1997b, author = "Gary C. Barker and Nicola L. C. Talbot and Mike W. Peck", title = "Microbial risk assessment: a network approach", note = "Poster presentation and abstract at Department of Health/ACDP Seminar on Microbial Risk Assessment", address = "London, UK", month = Jan, year = 1997 }
@misc{Barker1996, author = "Gary C. Barker and Nicola L. C. Talbot and Mike W. Peck", title = "Risk assessment for microbial contamination hazards: a network approach", note = "Poster presentation and abstract at MAFF Hygienic Food Processing Workshop for Engineers and Microbiologists", address = "London, UK", month = NOV, year = 1996 }
@inproceedings{Talbot1997, author = "Talbot, Nicola L. C. and Cawley, Gavin C.", title = "A Fast Index Assignment Method for Robust Vector Quantisation of Image Data", booktitle = "Proceedings of the IEEE International Conference on Image Processing (ICIP-97)", volume = "3", pages = "674--677", address = "Santa Barbara, California, U.S.A.", isbn = "0-8186-8183-7", month = OCT # "~26--29", year = 1997 }
@inproceedings{Talbot1996, author = "Talbot, Nicola L. C. and Cawley, Gavin C.", title = "A Quadratic Index Assignment Algorithm for Vector Quantisation over Noisy Transmission Channels", booktitle = "Proceedings of the Institute of Acoustics Autumn Conference (Speech and Hearing 96)", volume = 18, part = 9, pages = "195--199", month = NOV, year = 1996 }
@article{Cawley1996b, author = "Cawley, Gavin C. and Talbot, Nicola L. C.", title = "A Fast Index Assignment Algorithm for Vector Quantization over Noisy Transmission Channels", journal = "Electronics Letters", volume = 32, number = 15, pages = "1343--1344", issn = "0013-5914", month = JUL, year = 1996 }
@article{Talbot1997b, author = "Nicola L. C. Talbot and Rob E. Massara", title = "A quadratic assignment algorithm that takes module size into account", journal ="IEE Electronic Letters", year = 1997 }
@phdthesis{Talbot1996b, author = "Nicola L. C. Talbot", title = "An application-oriented comparison of optimisation and neural-based design techniques", school = "Department of Electronic Systems Engineering, University of Essex", month = MAR, year = 1996 }
@inproceedings{Talbot1993, author = "Nicola L. C. Talbot and Rob E. Massara", title = "An application-oriented comparison of optimisation and neural-based design techniques", booktitle = "36th Mid-West Symposium on Circuits and Systems", year = 1993 }
@article{Talbot:PJ:2007-4, author = "Nicola Talbot", title = "Teaching LaTeX for a staff development course", journal = "The Prac\TeX\ Journal", year = "2007", number = "4", url = "http://tug.org/pracjourn/2007-4/talbot" }
@article{Flom:PJ:2005-3-whatis, author = "Peter Flom and Hans Hagen and Joe Hogg and Nicola Talbot and Philip Taylor and Christina Thiele and David Walden", title = "What is \TeX?", journal = "The Prac\TeX\ Journal", year = "2005", number = "3", url = "http://tug.org/pracjourn/2005-3/walden-whatis" }