Products of Gaussians. - Christopher K. I. Williams; Felix V. Agakov; Stephen N. Felderhof (NIPS, 2001)

Products of Gaussians and Probabilistic Minor Component Analysis. - Christopher K. I. Williams; Felix V. Agakov (Neural Comput., 2002)

Approximate Learning in Temporal Hidden Hopfield Models. - Felix V. Agakov; David Barber (ICANN, 2003)

Information Maximization in Noisy Channels : A Variational Approach. - David Barber; Felix V. Agakov (NIPS, 2003)

Extreme Components Analysis. - Max Welling; Felix V. Agakov; Christopher K. I. Williams (NIPS, 2003)

Variational Information Maximization for Neural Coding. - Felix V. Agakov; David Barber (ICONIP, 2004)

An Auxiliary Variational Method. - Felix V. Agakov; David Barber (ICONIP, 2004)

Kernelized Infomax Clustering. - Felix V. Agakov; David Barber (NIPS, 2005)

Auxiliary Variational Information Maximization for Dimensionality Reduction. - Felix V. Agakov; David Barber (SLSFS, 2005)

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 (CASES, 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 (CGO, 2006)

Predictive search distributions. - Edwin V. Bonilla; Christopher K. I. Williams; Felix V. Agakov; John Cavazos; John Thomson; Michael F. P. O'Boyle (ICML, 2006)

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 (CGO, 2007)

Kernel Multi-task Learning using Task-specific Features. - Edwin V. Bonilla; Felix V. Agakov; Christopher K. I. Williams (AISTATS, 2007)

Sparse Instrumental Variables (SPIV) for Genome-Wide Studies. - Felix V. Agakov; Paul McKeigue; Jon Krohn; Amos J. Storkey (NIPS, 2010)

Discriminative Mixtures of Sparse Latent Fields for Risk Management. - Felix V. Agakov; Peter Orchard; Amos J. Storkey (AISTATS, 2012)

Bayesian Inference in Sparse Gaussian Graphical Models. - Peter Orchard; Felix V. Agakov; Amos J. Storkey (CoRR, 2013)