University of Sheffield, UK,

10 - 13 June 2013

organized by Neil Lawrence, Nicolas Durrande, Sheffield ML Group,

Monday 10 June

8:00 - 9:00 arrivals

9:00 - 10:30 Introduction to GPs, Neil Lawrence, University of Sheffield

coffee break

11:00 - 12:30 Introduction to GPs, Richard Turner, University of Cambridge

lunch

13:30 - 15:30 Lab Session 1: GP models with GPy

coffee break

16:00 - 17:30 Kernel Design, Nicolas Durrande, University of Sheffield

Tuesday 11 June

9:00 - 10:30 Multi-output GPs, Neil Lawrence, University of Sheffield

coffee break

11:00 - 12:00 Sparse GPs, James Hensman, University of Sheffield

12:00 - 12:30 Expectation Propagation, Ricardo Andrade, University of Sheffield

lunch

13:30 - 15:30 Lab Session 2: Sparse GPs with GPy [dataset]

coffee break

16:00 - 17:30 GPs for Uncertainty Quantification in Computer Experiments, Richard Wilkinson, University of Nottingham

Wednesday 12 June

9:00 - 10:00 GPs for Optimisation, Michael Osborne, University of Oxford

coffee break

10:30 - 11:30 GPs for Optimisation, Philipp Hennig, MPI Tuebingen

11:30 - 12:30 GP Latent Variable Models, Neil Lawrence, University of Sheffield

lunch

13:30 - 15:30 *Lab Session 3: Latent Variable Models with GPy [dataset]

coffee break

16:00 - 17:30 State space representation of GPs, Simo Särkkä, Aalto University

Thursday 13 June

Latent Force Model Workshop