Magnus Rattray

2008
24	EE	Pei Gao, Antti Honkela, Magnus Rattray, Neil D. Lawrence: Gaussian process modelling of latent chemical species: applications to inferring transcription factor activities. ECCB 2008: 70-75
23	EE	Michalis Titsias, Neil D. Lawrence, Magnus Rattray: Efficient Sampling for Gaussian Process Inference using Control Variables. NIPS 2008: 1681-1688
22	EE	Bayu Jayawardhana, Douglas B. Kell, Magnus Rattray: Bayesian inference of the sites of perturbations in metabolic pathways via Markov chain Monte Carlo. Bioinformatics 24(9): 1191-1197 (2008)
2007
21	EE	Gwenn Englebienne, Tim Cootes, Magnus Rattray: A probabilistic model for generating realistic lip movements from speech. NIPS 2007
20	EE	Intikhab Alam, Mike Cornell, Darren M. Soanes, Cornelia Hedeler, Han Min Wong, Magnus Rattray, Simon J. Hubbard, Nicholas J. Talbot, Stephen G. Oliver, Norman W. Paton: A Methodology for Comparative Functional Genomics. J. Integrative Bioinformatics 4(3): (2007)
2006
19	EE	Guido Sanguinetti, Magnus Rattray, Neil D. Lawrence: Identifying Submodules of Cellular Regulatory Networks. CMSB 2006: 155-168
18	EE	Neil D. Lawrence, Guido Sanguinetti, Magnus Rattray: Modelling transcriptional regulation using Gaussian Processes. NIPS 2006: 785-792
17	EE	Guido Sanguinetti, Magnus Rattray, Neil D. Lawrence: A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription. Bioinformatics 22(14): 1753-1759 (2006)
16	EE	Xuejun Liu, Marta Milo, Neil D. Lawrence, Magnus Rattray: Probe-level measurement error improves accuracy in detecting differential gene expression. Bioinformatics 22(17): 2107-2113 (2006)
15	EE	Guido Sanguinetti, Neil D. Lawrence, Magnus Rattray: Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities. Bioinformatics 22(22): 2775-2781 (2006)
14	EE	Magnus Rattray, Xuejun Liu, Guido Sanguinetti, Marta Milo, Neil D. Lawrence: Propagating uncertainty in microarray data analysis. Briefings in Bioinformatics 7(1): 37-47 (2006)
2005
13	EE	Xuejun Liu, Marta Milo, Neil D. Lawrence, Magnus Rattray: A tractable probabilistic model for Affymetrix probe-level analysis across multiple chips. Bioinformatics 21(18): 3637-3644 (2005)
12	EE	Guido Sanguinetti, Marta Milo, Magnus Rattray, Neil D. Lawrence: Accounting for probe-level noise in principal component analysis of microarray data. Bioinformatics 21(19): 3748-3754 (2005)
2004
11	EE	David C. Hoyle, Magnus Rattray: A Statistical Mechanics Analysis of Gram Matrix Eigenvalue Spectra. COLT 2004: 579-593
2003
10	EE	David C. Hoyle, Magnus Rattray: Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA. NIPS 2003
9	EE	Gleb Basalyga, Magnus Rattray: Statistical Dynamics of On-line Independent Component Analysis. Journal of Machine Learning Research 4: 1393-1410 (2003)
2002
8	EE	Gleb Basalyga, Magnus Rattray: Dynamics of ICA for High-Dimensional Data. ICANN 2002: 1112-1118
7		David C. Hoyle, Magnus Rattray, Ray Jupp, Andy Brass: Making sense of microarray data distributions. Bioinformatics 18(4): 576-584 (2002)
6	EE	Magnus Rattray: Stochastic Trapping in a Solvable Model of On-Line Independent Component Analysis. Neural Computation 14(2): 421-435 (2002)
2001
5	EE	Magnus Rattray, Gleb Basalyga: Scaling Laws and Local Minima in Hebbian ICA. NIPS 2001: 495-501
2000
4	EE	Magnus Rattray: A Model-Based Distance for Clustering. IJCNN (4) 2000: 13-16
1997
3		Magnus Rattray, David Saad: Globally Optimal On-line Learning Rules. NIPS 1997
1996
2		Magnus Rattray, Jonathan Shapiro: Noisy Fitness Evaluation in Genetic Algorithms and the Dynamics of Learning. FOGA 1996: 117-139
1994
1		Jonathan Shapiro, Adam Prügel-Bennett, Magnus Rattray: A Statistical Mechanical Formulation of the Dynamics of Genetic Algorithms. Evolutionary Computing, AISB Workshop 1994: 17-27

Coauthor Index

1	Intikhab Alam	[20]
2	Gleb Basalyga	[5] [8] [9]
3	Andy Brass	[7]
4	Tim Cootes	[21]
5	Mike Cornell	[20]
6	Gwenn Englebienne	[21]
7	Pei Gao	[24]
8	Cornelia Hedeler	[20]
9	Antti Honkela	[24]
10	David C. Hoyle	[7] [10] [11]
11	Simon J. Hubbard	[20]
12	Bayu Jayawardhana	[22]
13	Ray Jupp	[7]
14	Douglas B. Kell	[22]
15	Neil D. Lawrence	[12] [13] [14] [15] [16] [17] [18] [19] [23] [24]
16	Xuejun Liu	[13] [14] [16]
17	Marta Milo	[12] [13] [14] [16]
18	Stephen G. Oliver	[20]
19	Norman W. Paton	[20]
20	Adam Prügel-Bennett	[1]
21	David Saad	[3]
22	Guido Sanguinetti	[12] [14] [15] [17] [18] [19]
23	Jonathan L. Shapiro (Jonathan Shapiro)	[1] [2]
24	Darren M. Soanes	[20]
25	Nicholas J. Talbot	[20]
26	Michalis Titsias	[23]
27	Han Min Wong	[20]

Colors in the list of coauthors