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All publications by Magnus Rattray
authors venues years



Fast Variational Inference in the Conjugate Exponential Family
James Hensman, Magnus Rattray and Neil D. Lawrence
Advances in Neural Information Processing Systems 25, 2012


Dense Message Passing for Sparse Principal Component Analysis
Kevin Sharp and Magnus Rattray
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Efficient Sampling for Gaussian Process Inference using Control Variables
Neil D. Lawrence, Magnus Rattray and Michalis K. Titsias
Advances in Neural Information Processing Systems 21, 2008


A probabilistic model for generating realistic lip movements from speech
Gwenn Englebienne, Tim Cootes and Magnus Rattray
Advances in Neural Information Processing Systems 20, 2007


Modelling transcriptional regulation using Gaussian Processes
Neil D. Lawrence, Guido Sanguinetti and Magnus Rattray
Advances in Neural Information Processing Systems 19, 2006


Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA
David Hoyle and Magnus Rattray
Advances in Neural Information Processing Systems 16, 2003


Statistical Dynamics of On-line Independent Component Analysis
Gleb Basalyga and Magnus Rattray
Journal of Machine Learning Research, 2003


Scaling Laws and Local Minima in Hebbian ICA
Magnus Rattray and Gleb Basalyga
Advances in Neural Information Processing Systems 14, 2001