School of Informatics
Informatics Forum
10 Crichton Street
Edinburgh
EH8 9AB
Tel: +44 131 650 5136
Fax: +44 131 651 1426
email: G.Sanguinetti@ed.ac.uk
Welcome
I am a SICSA lecturer in Machine Learning the Institute for Adaptive and Neural Computation at the School of Informatics, University of Edinburgh. My interests focus on probabilistic modelling of biological systems, with particular emphasis on inference in dynamical systems. For more details of my research interests, including live projects and possible PhD projects, please see the research projects page.
News
Newly published papers
Andrew Zammit-Mangion, Guido Sanguinetti and Visakan Kadirkamanathan, Variational Estimation in Spatiotemporal Systems from Continuous and Point-Process Observations, IEEE Transactions on Signal Processing, in press (2012), journal link.
Grigorios Skolidis and Guido Sanguinetti, A Case Study on Meta-Generalising: A Gaussian Processes Approach, Journal of Machine Learning Research 13 (Mar), 691-721, (2012), journal link
Florian Stimberg, Andreas Ruttor, Manfred Opper and Guido Sanguinetti, Inference in continuous-time change-point models, Advances in Neural Information Processing Systems 2011 pdf.
Alison I Graham, Guido Sanguinetti, Neil Bramall, Cameron W McLeod and Robert K Poole, Dynamics of a starvation-to-surfeit shift: A transcriptomic and modelling analysis of the bacterial response to zinc reveals transient behaviour of the Fur and SoxS regulators, Microbiology, in press journal link.
Andrea Ocone and Guido Sanguinetti, Reconstructing transcription factor activities in hierarchical transcription network motifs, Bioinformatics 27(20):2873-9 (2011), journal link.