[edit]
Program
Workshops
- Advances in Kernel Methods (Thursday, September 6)
Room: PLB-DS05, Pam Liversidge Building
Full Schedule
Day 1 September 3 (Monday)
Summer school
8:00-9:00 Arrivals
9:00-10:30 Introduction to GPs
[slides]
10:30-11:00 Coffee Break
11:00-12:30 A second introduction to GPs
[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]
Day 2 September 4 (Tuesday)
Summer school
8:00-9:00 Arrivals
9:00-10:30 GPs with Non-Gaussian Likelihoods
[slides]
10:30-11:00 Coffee Break
11:00-12:30 Computationally efficient GPs
[slides]
12:30-13:45 Lunch
13:45-15:30 Lab Session 2
15:30-16:00 Tea Break
16:00-17:00 GP-based probabilistic modelling of dynamical systems
[slides]
Day 3 September 5 (Wednesday)
Summer school
8:00-9:00 Arrivals
9:00-10:30 Unsupervised learning with GPs
[slides]
10:30-11:00 Coffee Break
11:00-12:30 Introduction to Bayesian Optimization
[slides]
12:30-13:45 Lunch
13:45-15:30 Lab Session 3
15:30-16:00 Tea Break
16:00-17:00 Quantifying and reducing uncertainties on sets under Gaussian Process priors
[slides]
Day 4 September 6 (Thursday)
8:00-9:00 Arrivals
9:00-17:00 Advances in Kernel Methods