PASCAL - Pattern 
Analysis, Statistical Modelling and Computational Learning

PASCAL Network

Full NameGuido Sanguinetti
TitleLecturer
SiteUniversity of Sheffield
StatusProspective Researcher
WWWwww.dcs.shef.ac.uk/~guido

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Publications

Number of records: 40.

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

This list was generated on Sat Oct 25 00:34:31 BST 2014.