Campbell, Colin

11 publications

NeurIPS 2009 Analysis of SVM with Indefinite Kernels Yiming Ying, Colin Campbell, Mark Girolami

COLT 2009 Generalization Bounds for Learning the Kernel Problem Yiming Ying, Colin Campbell

NeurIPS 2009 Sparse Metric Learning via Smooth Optimization Yiming Ying, Kaizhu Huang, Colin Campbell

COLT 2008 Learning Coordinate Gradients with Multi-Task Kernels Yiming Ying, Colin Campbell

MLJ 2002 Editorial: Kernel Methods: Current Research and Future Directions Nello Cristianini, Colin Campbell, Chris Burges

JMLR 2001 Bayes Point Machines (Kernel Machines Section) Ralf Herbrich, Thore Graepel, Colin Campbell

NeurIPS 2000 A Linear Programming Approach to Novelty Detection Colin Campbell, Kristin P. Bennett

ICML 2000 Query Learning with Large Margin Classifiers Colin Campbell, Nello Cristianini, Alexander J. Smola

NeurIPS 1998 Dynamically Adapting Kernels in Support Vector Machines Nello Cristianini, Colin Campbell, John Shawe-Taylor

ICML 1998 The Kernel-Adatron Algorithm: A Fast and Simple Learning Procedure for Support Vector Machines Thilo-Thomas Frieß, Nello Cristianini, Colin Campbell

NeCo 1995 The Target Switch Algorithm: A Constructive Learning Procedure for Feed-Forward Neural Networks Colin Campbell, Conrado J. Pérez Vicente