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All publications by Felix V. Agakov
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Discriminative Mixtures of Sparse Latent Fields for Risk Management
Felix V. Agakov, Peter Orchard and Amos J. Storkey
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Sparse Instrumental Variables (SPIV) for Genome-Wide Studies
Paul Mckeigue, Jon Krohn, Amos J. Storkey and Felix V. Agakov
Advances in Neural Information Processing Systems 23, 2010


Kernel Multi-task Learning using Task-specific Features
Edwin V. Bonilla, Felix V. Agakov and Christopher Williams
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Predictive search distributions
Edwin V. Bonilla, Christopher Williams, Felix V. Agakov, John Cavazos, John Thomson and Michael O'boyle
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Kernelized Infomax Clustering
David Barber and Felix V. Agakov
Advances in Neural Information Processing Systems 18, 2005


The IM Algorithm: A Variational Approach to Information Maximization
David Barber and Felix V. Agakov
Advances in Neural Information Processing Systems 16, 2003


Extreme Components Analysis
Max Welling, Christopher Williams and Felix V. Agakov
Advances in Neural Information Processing Systems 16, 2003


Products of Gaussians
Christopher Williams, Felix V. Agakov and Stephen N. Felderhof
Advances in Neural Information Processing Systems 14, 2001