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Gaussian Process Winter School, 2014
The Gaussian Process Summer School was held in Sheffield, UK from Monday, 13 January 2014 to Thursday, 16 January 2014 at the The University of Sheffield.
This webpage acts as a record of the program and talks given.
Monday 13th January
8:00-9:00 Arrivals
9:00-10:30 Introduction to GPs [Lecture Slides] Neil Lawrence, University of Sheffield
10:30-11:00 Coffee Break
11:00-12:30 Introduction to GPs II [Lecture Slides] Philipp Hennig, MPI Tuebingen
12:30-13:15 Lunch Break
13:15-15:30 Lab Session 1 Gaussian Process Models with GPy [Lab instructions]
15:30-16:00 Tea Break
16:00-17:00 Kernel Design [Lecture Slides] Nicolas Durrande, Ecole de Mine de St Etienne
Tuesday 14th January
8:00-9:00 Arrivals
9:00-10:30 Fitting Covariance and Multi-output Gaussian Processes [Lecture Slides] Neil Lawrence, University of Sheffield
10:30-11:00 Coffee Break
11:00-12:00 Sparse Gaussian Processes [Lecture Slides][ipython notebook] James Hensman, University of Sheffield
12:00-12:45 Expectation Propagation [Lecture Slides] Ricardo Andrade, University of Sheffield
12:45-13:30 Lunch Break
13:30-15:30 Lab Session 2 Gaussian Process for Classification and Sparse Gaussian Processes [Lab instructions]
15:30-16:00 Tea Break
16:00-17:30 Gaussian Processes for Computer Experiments [Lecture Slides] Jeremy Oakley, University of Sheffield
Wednesday 15th January
8:00-9:00 Arrivals
9:00-10:30 Gaussian Processes for Probabilistic Numerics [Lecture Slides] Philipp Hennig, MPI Tuebingen
10:30-11:00 Coffee Break
11:00-12:30 Latent Variable Models with Gaussian Processes [Lecture Slides] Neil Lawrence, University of Sheffield
12:30-13:15 Lunch Break
13:15-15:30 Lab Session 3 Latent Variable Models [Lab instructions]
15:30-16:00 Tea Break
16:00-17:00 GPs huh? What are they good for? [Lecture Slides] Richard Wilkinson, University of Nottingham
Thursday 16th January
Spatiotemporal Modelling with Gaussian Processes Workshop