Felix V. Agakov

According to our database, Felix V. Agakov authored at least 17 papers between 2001 and 2013.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2013

Bayesian Inference in Sparse Gaussian Graphical Models.

Peter Orchard, Felix V. Agakov, Amos J. Storkey

CoRR, 2013

2012

Discriminative Mixtures of Sparse Latent Fields for Risk Management.

Felix V. Agakov, Peter Orchard, Amos J. Storkey

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2010

Sparse Instrumental Variables (SPIV) for Genome-Wide Studies.

Felix V. Agakov, Paul McKeigue, Jon Krohn, Amos J. Storkey

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2007

Kernel Multi-task Learning using Task-specific Features.

Edwin V. Bonilla, Felix V. Agakov, Christopher K. I. Williams

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Rapidly Selecting Good Compiler Optimizations using Performance Counters.

John Cavazos, Grigori Fursin, Felix V. Agakov, Edwin V. Bonilla, Michael F. P. O'Boyle, Olivier Temam

Proceedings of the Fifth International Symposium on Code Generation and Optimization (CGO 2007), 2007

2006

Predictive search distributions.

Edwin V. Bonilla, Christopher K. I. Williams, Felix V. Agakov, John Cavazos, John Thomson, Michael F. P. O'Boyle

Proceedings of the Machine Learning, 2006

Using Machine Learning to Focus Iterative Optimization.

Felix V. Agakov, Edwin V. Bonilla, John Cavazos, Björn Franke, Grigori Fursin, Michael F. P. O'Boyle, John Thomson, Marc Toussaint, Christopher K. I. Williams

Proceedings of the Fourth IEEE/ACM International Symposium on Code Generation and Optimization (CGO 2006), 2006

Automatic performance model construction for the fast software exploration of new hardware designs.

John Cavazos, Christophe Dubach, Felix V. Agakov, Edwin V. Bonilla, Michael F. P. O'Boyle, Grigori Fursin, Olivier Temam

Proceedings of the 2006 International Conference on Compilers, 2006

2005

Auxiliary Variational Information Maximization for Dimensionality Reduction.

Felix V. Agakov, David Barber

Proceedings of the Subspace, 2005

Kernelized Infomax Clustering.

Felix V. Agakov, David Barber

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2004

An Auxiliary Variational Method.

Felix V. Agakov, David Barber

Proceedings of the Neural Information Processing, 11th International Conference, 2004

Variational Information Maximization for Neural Coding.

Felix V. Agakov, David Barber

Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003

Extreme Components Analysis.

Max Welling, Felix V. Agakov, Christopher K. I. Williams

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Information Maximization in Noisy Channels : A Variational Approach.

David Barber, Felix V. Agakov

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Approximate Learning in Temporal Hidden Hopfield Models.

Felix V. Agakov, David Barber

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002

Products of Gaussians and Probabilistic Minor Component Analysis.

Christopher K. I. Williams, Felix V. Agakov

Neural Comput., 2002

2001

Products of Gaussians.

Christopher K. I. Williams, Felix V. Agakov, Stephen N. Felderhof

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001