The Gaussian Process Summer School was held in Sheffield, UK from Monday, 10 June 2013 to Thursday, 13 June 2013 at the The University of Sheffield.

This webpage acts as a record of the program and talks given.

organized by Neil LawrenceNicolas DurrandeSheffield 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

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

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

Latent Force Model Workshop

Tuesday 11 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

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

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

Latent Force Model Workshop

Wednesday 12 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

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

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

Latent Force Model Workshop

Thursday 13 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

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

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

Latent Force Model Workshop

Organizers