Magnus Rattray

2008
20	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)
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	Gleb Basalyga	[5] [8] [9]
2	Andy Brass	[7]
3	David C. Hoyle	[7] [10] [11]
4	Bayu Jayawardhana	[20]
5	Ray Jupp	[7]
6	Douglas B. Kell	[20]
7	Neil D. Lawrence	[12] [13] [14] [15] [16] [17] [18] [19]
8	Xuejun Liu	[13] [14] [16]
9	Marta Milo	[12] [13] [14] [16]
10	Adam Prügel-Bennett	[1]
11	David Saad	[3]
12	Guido Sanguinetti	[12] [14] [15] [17] [18] [19]
13	Jonathan L. Shapiro (Jonathan Shapiro)	[1] [2]

Colors in the list of coauthors