Search results for "Guido Sanguinetti"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Grigorios Skolidis, Guido Sanguinetti	A Case Study on Meta-Generalising: A Gaussian Processes Approach.	Journal of Machine Learning Research	2012	DBLP BibTeX RDF
1	Maurizio Filippone, Guido Sanguinetti	Approximate inference of the bandwidth in multivariate kernel density estimation.	Computational Statistics & Data Analysis	2011	DBLP DOI BibTeX RDF
1	Andrea Ocone, Guido Sanguinetti	Reconstructing transcription factor activities in hierarchical transcription network motifs.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Hafiz Muhammad Shahzad Asif, Guido Sanguinetti	Large-scale learning of combinatorial transcriptional dynamics from gene expression.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Grigorios Skolidis, Guido Sanguinetti	Bayesian Multitask Classification With Gaussian Process Priors.	IEEE Transactions on Neural Networks	2011	DBLP DOI BibTeX RDF
1	Maurizio Filippone, Guido Sanguinetti	A Perturbative Approach to Novelty Detection in Autoregressive Models.	IEEE Transactions on Signal Processing	2011	DBLP DOI BibTeX RDF
1	Andrew Zammit Mangion, Ke Yuan, Visakan Kadirkamanathan, Mahesan Niranjan, Guido Sanguinetti	Online Variational Inference for State-Space Models with Point-Process Observations.	Neural Computation	2011	DBLP DOI BibTeX RDF
1	Florian Stimberg, Manfred Opper, Guido Sanguinetti, Andreas Ruttor	Inference in continuous-time change-point models.	NIPS	2011	DBLP BibTeX RDF
1	Hafiz Muhammad Shahzad Asif, Matthew D. Rolfe, Jeff Green, Neil D. Lawrence, Magnus Rattray, Guido Sanguinetti	TFInfer: a tool for probabilistic inference of transcription factor activities.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Manfred Opper, Guido Sanguinetti	Learning combinatorial transcriptional dynamics from gene expression data.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Maurizio Filippone, Guido Sanguinetti	Information theoretic novelty detection.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	Manfred Opper, Andreas Ruttor, Guido Sanguinetti	Approximate inference in continuous time Gaussian-Jump processes.	NIPS	2010	DBLP BibTeX RDF
1	Richard D. Pearson, Xuejun Liu, Guido Sanguinetti, Marta Milo, Neil D. Lawrence, Magnus Rattray	puma: a Bioconductor package for propagating uncertainty in microarray analysis.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Guido Sanguinetti, Andreas Ruttor, Manfred Opper, Cédric Archambeau	Switching regulatory models of cellular stress response.	Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Visakan Kadirkamanathan, Guido Sanguinetti, Mark A. Girolami, Mahesan Niranjan, Josselin Noirel (eds.)	Pattern Recognition in Bioinformatics, 4th IAPR International Conference, PRIB 2009, Sheffield, UK, September 7-9, 2009. Proceedings	PRIB	2009	DBLP DOI BibTeX RDF
1	Guido Sanguinetti	Dimensionality Reduction of Clustered Data Sets.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	clustering, dimensionality reduction, discriminant analysis, probabilistic algorithms
1	Guido Sanguinetti, Josselin Noirel, Phillip C. Wright	MMG: a probabilistic tool to identify submodules of metabolic pathways.	Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Josselin Noirel, Guido Sanguinetti, Phillip C. Wright	Identifying differentially expressed subnetworks with MMG.	Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Manfred Opper, Guido Sanguinetti	Variational inference for Markov jump processes.	NIPS	2007	DBLP BibTeX RDF
1	Guido Sanguinetti, Magnus Rattray, Neil D. Lawrence	A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription.	Bioinformatics	2006	DBLP DOI BibTeX RDF
1	Guido Sanguinetti, Neil D. Lawrence, Magnus Rattray	Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities.	Bioinformatics	2006	DBLP DOI BibTeX RDF
1	Magnus Rattray, Xuejun Liu, Guido Sanguinetti, Marta Milo, Neil D. Lawrence	Propagating uncertainty in microarray data analysis.	Briefings in Bioinformatics	2006	DBLP DOI BibTeX RDF
1	Guido Sanguinetti, Neil D. Lawrence	Missing Data in Kernel PCA.	ECML	2006	DBLP DOI BibTeX RDF
1	Guido Sanguinetti, Magnus Rattray, Neil D. Lawrence	Identifying Submodules of Cellular Regulatory Networks.	CMSB	2006	DBLP DOI BibTeX RDF
1	Neil D. Lawrence, Guido Sanguinetti, Magnus Rattray	Modelling transcriptional regulation using Gaussian Processes.	NIPS	2006	DBLP BibTeX RDF
1	Guido Sanguinetti, Marta Milo, Magnus Rattray, Neil D. Lawrence	Accounting for probe-level noise in principal component analysis of microarray data.	Bioinformatics	2005	DBLP DOI BibTeX RDF

Publications of "Guido Sanguinetti" ( http://dblp.L3S.de/Authors/Guido_Sanguinetti )