Cawley, Gavin C.

5 publications

ECML-PKDD 2020 The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification Matthew Middlehurst, James Large, Gavin C. Cawley, Anthony J. Bagnall

JMLR 2010 On Over-Fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation Gavin C. Cawley, Nicola L. C. Talbot

JMLR 2007 Preventing Over-Fitting During Model Selection via Bayesian Regularisation of the Hyper-Parameters Gavin C. Cawley, Nicola L. C. Talbot

NeurIPS 2006 Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation Gavin C. Cawley, Nicola L. Talbot, Mark Girolami

NeCo 2000 On a Fast, Compact Approximation of the Exponential Function Gavin C. Cawley