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All publications by Gavin Brown
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Is Feature Selection Secure against Training Data Poisoning?
Huang Xiao, Battista Biggio, Gavin Brown, Giorgio Fumera, Claudia Eckert and Fabio Roli
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Informative Priors for Markov Blanket Discovery
Adam Pocock, Mikel Luján and Gavin Brown
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


A New Perspective for Information Theoretic Feature Selection
Gavin Brown
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Managing Diversity in Regression Ensembles
Gavin Brown, Jeremy L. Wyatt and Peter Tino
Journal of Machine Learning Research, 2005


The Use of the Ambiguity Decomposition in Neural Network Ensemble Learning Methods
Gavin Brown and Jeremy L. Wyatt
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003