Program
Workshops
- Gaussian processes for Science (Thursday, September 12)
Room: Kilburn Building, Lecture Theatre 1.1
Full Schedule
Day 1 | September 9 (Monday)
Summer School
8:30-9:00 Arrivals
9:00-10:30 Introduction to Gaussian Processes
[slides]
10:30-11:00 Coffee Break.
11:00-12:30 A second introduction to 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 Adjoint aided inference of Gaussian process driven differential equations
[slides]
Day 2 | September 10 (Tuesday)
Summer School
8:30-9:00 Arrivals
9:00-10:30 From geostatistics to graphs: Gaussian processes in practice
[slides]
10:30-11:00 Coffee Break
11:00-12:30 Gaussian processes and non-Gaussian likelihoods
[slides]
12:30-13:45 Lunch
13:45-15:30 Lab Session 2
15:30-16:00 Coffee Break.
16:00-17:00 Biological applications of Gaussian process modelling
[slides]
19:00-21:00 Networking dinner
Day 3 | September 11 (Wednesday)
Summer School
8:30-9:00 Arrivals
9:00-10:30 Bayesian Optimization and Beyond
[slides]
10:30-11:00 Coffee Break
11:00-12:30 Multi-task Gaussian processes
[slides]
12:30-13:45 Lunch
13:45-15:30 Lab Session 3
15:30-16:00 Coffee Break
16:00-17:00 On Gaussian Process multiple-fold cross-validation
[slides]
Workshop | September 12 (Thursday)
8:30-9:00 Arrivals
9:00-16:30 Gaussian processes for Science