Gaussian Processes Summer School

Gaussian Process Summer School

University of Sheffield
10 - 12 June 2013



Agenda

Monday 10 June

8:00-9:00 arrivals  
9:00-10:30 Neil Lawrence, Univ. of Sheffield Introduction to GPs (pdf)
  coffee break  
11:00-12:30 Richard Turner, Univ. of Cambridge Introduction to GPs (pdf)
  lunch  
13:30-15:30 lab session GP models with GPy (pdf)
  coffee break  
16:00-17:30 Nicolas Durrande, Univ. of Sheffield Kernel design (pdf)



Tuesday 11 June

9:00-10:30 Neil Lawrence, Univ. of Sheffield Multi-output GPs (pdf)
  coffee break  
11:00-12:00 James Hensman, Univ. of Sheffield Sparse GPs (pdf)
12:00-12:30 Ricardo Andrade, Univ. of Sheffield Expectation propagation (pdf)
  lunch  
13:30-15:30 lab session Sparse GPs with GPy (pdf, dataset)
  coffee break  
16:00-17:30 Richard Wilkinson, Univ. of Nottingham GPs for uncertainty quantification in computer experiments (pdf)



Wednesday 12 June

9:00-10:00 Michael Osborne, Univ. of Oxford GPs for optimisation (pdf)
  coffee break  
10:30-11:30 Philipp Hennig, MPI Tuebingen GPs for optimisation (pdf)
11:30-12:30 Neil Lawrence, Univ. of Sheffield GPs latent variable models (pdf)
  lunch  
13:30-15:30 lab session Latent variable models with GPy (pdf, dataset)
  coffee break  
16:00-17:30 Simo Särkkä, Univ. of Aalto State space representation of GPs (pdf)




This document last modified Friday, 10-Oct-2014 13:50:36 BST