Room: PLB-DS05, Pam Liversidge Building

8:00-9:00 Arrivals

9:00-10:30 Introduction to GPs [slides]

10:30-11:00 Coffee Break

11:00-12:30 Introduction to Uncertainty Quantification and Gaussian Processes [slides]

12:30-13:45 Lunch

13:45-15:30 Lab Session 1

15:30-16:00 Tea Break

16:00-17:00 Kernel Design [slides]

Abstracts

Introduction to GPs

Neil Lawrence

In this talk I'll give a short introduction to Gaussian processes. The main assumed knowledge will be a background in proabilistic approaches to regression and linear algebra.