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## Search the dblp DataBase
Nicola L. C. Talbot:
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## Publications of Author- Gavin C. Cawley, Nicola L. C. Talbot, Gareth J. Janacek, Michael Peck
**Bayesian Kernel Learning Methods for Parametric Accelerated Life Survival Analysis.**[Citation Graph (0, 0)][DBLP] Deterministic and Statistical Methods in Machine Learning, 2004, pp:37-55 [Conf] - Gavin C. Cawley, Nicola L. C. Talbot
**Efficient formation of a basis in a kernel induced feature space.**[Citation Graph (0, 0)][DBLP] ESANN, 2002, pp:1-6 [Conf] - Gavin C. Cawley, Nicola L. C. Talbot
**Efficient cross-validation of kernel fisher discriminant classifiers.**[Citation Graph (0, 0)][DBLP] ESANN, 2003, pp:241-246 [Conf] - Gavin C. Cawley, Nicola L. C. Talbot
**Sparse Bayesian kernel logistic regression.**[Citation Graph (0, 0)][DBLP] ESANN, 2004, pp:133-138 [Conf] - Gavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic
**Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression.**[Citation Graph (0, 0)][DBLP] ESANN, 2003, pp:209-214 [Conf] - Robert J. Foxall, Gavin C. Cawley, Nicola L. C. Talbot, Stephen R. Dorling, Danilo P. Mandic
**Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality.**[Citation Graph (0, 0)][DBLP] ESANN, 2002, pp:19-24 [Conf] - Kamel Saadi, Gavin C. Cawley, Nicola L. C. Talbot
**Fast exact leave-one-out cross-validation of least-squares Support Vector Machines.**[Citation Graph (0, 0)][DBLP] ESANN, 2002, pp:149-154 [Conf] - Gavin C. Cawley, Nicola L. C. Talbot
**A Greedy Training Algorithm for Sparse Least-Squares Support Vector Machines.**[Citation Graph (0, 0)][DBLP] ICANN, 2002, pp:681-686 [Conf] - Nicola L. C. Talbot, Gavin C. Cawley
**A Fast Index Assignment Method for Robust Vector Quantization of Image Data.**[Citation Graph (0, 0)][DBLP] ICIP (3), 1997, pp:674-677 [Conf] - Gavin C. Cawley, Nicola L. C. Talbot
**Efficient Model Selection for Kernel Logistic Regression.**[Citation Graph (0, 0)][DBLP] ICPR (2), 2004, pp:439-442 [Conf] - Kamel Saadi, Nicola L. C. Talbot, Gavin C. Cawley
**Optimally Regularised Kernel Fisher Discriminant Analysis.**[Citation Graph (0, 0)][DBLP] ICPR (2), 2004, pp:427-430 [Conf] - Gavin C. Cawley, Nicola L. C. Talbot, Olivier Chapelle
**Estimating Predictive Variances with Kernel Ridge Regression.**[Citation Graph (0, 0)][DBLP] MLCW, 2005, pp:56-77 [Conf] - Gavin C. Cawley, Nicola L. C. Talbot
**Gene selection in cancer classification using sparse logistic regression with Bayesian regularization.**[Citation Graph (0, 0)][DBLP] Bioinformatics, 2006, v:22, n:19, pp:2348-2355 [Journal] - Gavin C. Cawley, Nicola L. C. Talbot
**Improved sparse least-squares support vector machines.**[Citation Graph (0, 0)][DBLP] Neurocomputing, 2002, v:48, n:1-4, pp:1025-1031 [Journal] - Gavin C. Cawley, Nicola L. C. Talbot
**The evidence framework applied to sparse kernel logistic regression.**[Citation Graph (0, 0)][DBLP] Neurocomputing, 2005, v:64, n:, pp:119-135 [Journal] - Gavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic
**Heteroscedastic kernel ridge regression.**[Citation Graph (0, 0)][DBLP] Neurocomputing, 2004, v:57, n:, pp:105-124 [Journal] - Gavin C. Cawley, Nicola L. C. Talbot
**Fast exact leave-one-out cross-validation of sparse least-squares support vector machines.**[Citation Graph (0, 0)][DBLP] Neural Networks, 2004, v:17, n:10, pp:1467-1475 [Journal] - Gavin C. Cawley, Nicola L. C. Talbot
**Constructing Bayesian formulations of sparse kernel learning methods.**[Citation Graph (0, 0)][DBLP] Neural Networks, 2005, v:18, n:5-6, pp:674-683 [Journal] - Gavin C. Cawley, Nicola L. C. Talbot
**Reduced Rank Kernel Ridge Regression.**[Citation Graph (0, 0)][DBLP] Neural Processing Letters, 2002, v:16, n:3, pp:293-302 [Journal] - Gavin C. Cawley, Nicola L. C. Talbot
**Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers.**[Citation Graph (0, 0)][DBLP] Pattern Recognition, 2003, v:36, n:11, pp:2585-2592 [Journal] - Gavin C. Cawley, Nicola L. C. Talbot, Mark Girolami
**Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation.**[Citation Graph (0, 0)][DBLP] NIPS, 2006, pp:209-216 [Conf] - Kamel Saadi, Nicola L. C. Talbot, Gavin C. Cawley
**Optimally regularised kernel Fisher discriminant classification.**[Citation Graph (0, 0)][DBLP] Neural Networks, 2007, v:20, n:7, pp:832-841 [Journal] **Agnostic Learning versus Prior Knowledge in the Design of Kernel Machines.**[Citation Graph (, )][DBLP]**Generalised Kernel Machines.**[Citation Graph (, )][DBLP]
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