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A case study on Meta-Generalizing: a Gaussian Processes approach
Grigorios Skolidis and Guido Sanguinetti
Article
Item not available online.
(January 2012)
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A Perturbative Approach to Novelty Detection in Autoregressive Models
Maurizio Filippone and Guido Sanguinetti
Article
Item not available online.
(2011)
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A Perturbative Approach to Novelty Detection in Autoregressive Models
Maurizio Filippone and Guido Sanguinetti
Article
(March 2011)
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A perturbative approach to novelty detection in autoregressive models
Maurizio Filippone and Guido Sanguinetti
Article
Item not available online.
(2011)
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A probabilistic approach to spectral clustering: Using KL divergence to find good clusters
Guido Sanguinetti, Jonathan Laidler and Neil Lawrence
Conference or Workshop Item
(2005)
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A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription
Guido Sanguinetti, Magnus Rattray and Neil Lawrence
Article
(2006)
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A Variational Approach for the Online Dual Estimation of Spatiotemporal Systems Governed by the IDE
Andrew Zammit Mangion, Guido Sanguinetti and visakan kadirkamanathan
Conference or Workshop Item
Item not available online.
(September 2011)
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Accounting for probe-level noise in principal component analysis of microarray data
Guido Sanguinetti, Marta Milo, magnus rattray and Neil Lawrence
Article
(2005)
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Approximate inference for stochastic reaction processes.
Andreas Ruttor, Guido Sanguinetti and Manfred Opper
Book Section
(2009)
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Approximate inference in continuous time Gaussian-Jump processes
Manfred Opper, Andreas Ruttor and Guido Sanguinetti
Conference or Workshop Item
Item not available online.
(2010)
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Approximate inference in continuous time Gaussian-Jump processes
Manfred Opper, Andreas Ruttor and Guido Sanguinetti
Article
(2010)
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Approximate Inference of the Bandwidth in Multivariate Kernel Density Estimation
Maurizio Filippone and Guido Sanguinetti
Article
Item not available online.
(December 2011)
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Approximate inference of the bandwidth in multivariate kernel density estimation
Maurizio Filippone and Guido Sanguinetti
Article
(2011)
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Automatic determination of the number of clusters using spectral algorithms
Guido Sanguinetti, Jonathan Laidler and Neil Lawrence
Conference or Workshop Item
(2005)
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Bayesian Multitask Classification with Gaussian Process Priors
Grigorios Skolidis and Guido Sanguinetti
Article
Item not available online.
(December 2011)
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Dimensionality reduction for clustered data sets
Guido Sanguinetti
Article
(March 2008)
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Hybrid regulatory models: a statistically tractable approach to model regulatory network dynamics.
Andrea Ocone, Andrew Millar and Guido Sanguinetti
Article
Item not available online.
(2013)
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Identifying differentially expressed subnetworks with MMG
Josselin Noirel, Guido Sanguinetti and Phillip C. Wright
Article
Item not available online.
(December 2008)
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Inference in continuous-time change-point models
Florian Stimberg, Andreas Ruttor, Manfred Opper and Guido Sanguinetti
Conference or Workshop Item
(December 2011)
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Information Theoretic Novelty Detection
Maurizio Filippone and Guido Sanguinetti
Article
Item availablity restricted.
(March 2010)
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Information Theoretic Novelty Detection
Maurizio Filippone and Guido Sanguinetti
Article
(2010)
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Information theoretic novelty detection
Guido Sanguinetti and Maurizio Filippone
Article
(2010)
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Large scale learning of combinatorial transcriptional dynamics from gene expression
Shehzad Asif and Guido Sanguinetti
Article
Item not available online.
(December 2010)
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Learning combinatorial transcriptional dynamics from gene expression data
Manfred Opper and Guido Sanguinetti
Article
Item not available online.
(2010)
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Missing Data in Kernel PCA
Guido Sanguinetti and Neil Lawrence
Conference or Workshop Item
Item not available online.
(2006)
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MMG: a probabilistic tool to identify submodules of metabolic pathways
Guido Sanguinetti, Josselin Noirel and Phillip C. Wright
Article
(April 2008)
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Modelling transcriptional regulation using Gaussian processes
Neil Lawrence, Guido Sanguinetti and Magnus Rattray
Conference or Workshop Item
Item not available online.
(2006)
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Modelling transcriptional regulation using Gaussian processes
Neil Lawrence, Guido Sanguinetti and Magnus Rattray
Conference or Workshop Item
(05 December 2006)
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Online variational inference for state-space models
with point process observations
Andrew Zammit Mangion, Ke Yuan, visakan kadirkamanathan, Mahesan Niranjan and Guido Sanguinetti
Article
Item not available online.
(September 2010)
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Parameter estimation and inference for stochastic reaction-diffusion systems: application to morphogenesis in D. melanogaster
Michael Dewar, visakan kadirkamanathan, Manfred Opper and Guido Sanguinetti
Article
(2010)
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Point Process Modelling of the Afghan War Diary
Andrew Zammit Mangion, Michael Dewar, visakan kadirkamanathan and Guido Sanguinetti
Article
Item not available online.
(2012)
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Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities
Guido Sanguinetti, Neil Lawrence and Magnus Rattray
Article
(2006)
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Propagating Uncertainty in Microarray Data Analysis
Magnus Rattray, Xuejun Liu, Guido Sanguinetti, Marta Milo and Neil Lawrence
Article
Item not available online.
(2006)
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Reconstructing transcription factor activities in hierarchical transcription network motifs
Andrea Ocone and Guido Sanguinetti
Article
Item not available online.
(07 September 2011)
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Switching Regulatory Models of Cellular Stress Response
Guido Sanguinetti, Andreas Ruttor, Manfred Opper and Cedric Archambeau
Article
Item not available online.
(November 2008)
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Switching Regulatory Models of Cellular Stress Response.
Guido Sanguinetti, Andreas Ruttor and Manfred Opper
Article
Item not available online.
(2009)
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TFInfer: A Tool for Probabilistic Inference of Transcription Factor Activities
Shehzad Asif, Matthew Rolfe, Jeff Green, Neil Lawrence, Magnus Rattray and Guido Sanguinetti
Article
Item not available online.
(2010)
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Variational Estimation in Spatiotemporal Systems from Continuous and Point-Process Observations
Andrew Zammit Mangion, Guido Sanguinetti and visakan kadirkamanathan
Article
Item not available online.
(2012)
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Variational Inference for Markov Jump Processes
Manfred Opper and Guido Sanguinetti
Conference or Workshop Item
(December 2007)
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Variational inference for Markov jump processes
Manfred Opper and Guido Sanguinetti
Article
(2008)
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