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All publications by Guido Sanguinetti
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Approximate inference in latent Gaussian-Markov models from continuous time observations
Botond Cseke, Manfred Opper and Guido Sanguinetti
Advances in Neural Information Processing Systems 26, 2013


Inference in continuous-time change-point models
Florian Stimberg, Manfred Opper, Guido Sanguinetti and Andreas Ruttor
Advances in Neural Information Processing Systems 24, 2011


Approximate inference in continuous time Gaussian-Jump processes
Manfred Opper, Andreas Ruttor and Guido Sanguinetti
Advances in Neural Information Processing Systems 23, 2010


Variational inference for Markov jump processes
Manfred Opper and Guido Sanguinetti
Advances in Neural Information Processing Systems 20, 2007


Modelling transcriptional regulation using Gaussian Processes
Neil D. Lawrence, Guido Sanguinetti and Magnus Rattray
Advances in Neural Information Processing Systems 19, 2006