List of works - Guido Sanguinetti

A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription

scientific article published on 21 April 2006

Accounting for probe-level noise in principal component analysis of microarray data

scientific article

Bayesian multitask classification with Gaussian process priors

scientific article published on 10 October 2011

Detecting repeated cancer evolution from multi-region tumor sequencing data

scientific article published on 31 August 2018

Large-scale learning of combinatorial transcriptional dynamics from gene expression ⬇️

scientific article published on March 2, 2011

Missing Data in Kernel PCA

Modelling transcriptional regulation using Gaussian Processes ⬇️

scientific article published in January 2007

Multi-task learning for pKa prediction

scientific article published on 20 June 2012

Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities

scientific article published on 11 September 2006

Propagating uncertainty in microarray data analysis

scientific article published in March 2006

Reprogramming of Escherichia coli K-12 Metabolism during the Initial Phase of Transition from an Anaerobic to a Micro-Aerobic Environment ⬇️

scientific article published on September 27, 2011

SCRaPL: A Bayesian hierarchical framework for detecting technical associates in single cell multiomics data

scientific article published on 21 June 2022

Semisupervised multitask learning with Gaussian processes

scientific article published in December 2013

Simultaneous inference and clustering of transcriptional dynamics in gene regulatory networks ⬇️

scientific article published on October 1, 2013

Systems analysis of transcription factor activities in environments with stable and dynamic oxygen concentrations ⬇️

scientific article published on July 1, 2012

TFInfer: a tool for probabilistic inference of transcription factor activities

scientific article

puma: a Bioconductor package for propagating uncertainty in microarray analysis

scientific article

List of works by Guido Sanguinetti

A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription

Accounting for probe-level noise in principal component analysis of microarray data

Bayesian multitask classification with Gaussian process priors

Detecting repeated cancer evolution from multi-region tumor sequencing data

Large-scale learning of combinatorial transcriptional dynamics from gene expression ⬇️

Missing Data in Kernel PCA

Modelling transcriptional regulation using Gaussian Processes ⬇️

Multi-task learning for pKa prediction

Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities

Propagating uncertainty in microarray data analysis

Reprogramming of Escherichia coli K-12 Metabolism during the Initial Phase of Transition from an Anaerobic to a Micro-Aerobic Environment ⬇️

SCRaPL: A Bayesian hierarchical framework for detecting technical associates in single cell multiomics data

Semisupervised multitask learning with Gaussian processes

Simultaneous inference and clustering of transcriptional dynamics in gene regulatory networks ⬇️

Systems analysis of transcription factor activities in environments with stable and dynamic oxygen concentrations ⬇️

TFInfer: a tool for probabilistic inference of transcription factor activities

puma: a Bioconductor package for propagating uncertainty in microarray analysis