Program
Workshops
- Gaussian processes for decision-making (Thursday, September 11)
Room: Alan Turing Building G.205
Full Schedule
Day 1 | September 8 (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 Bayesian linear regression 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 Constraints on GP Predictions
[slides]
Day 2 | September 9 (Tuesday)
Summer School
8:30-9:00 Arrivals
9:00-10:30 Variational inference and natural gradients for GPs
[slides]
10:30-11:00 Coffee Break
11:00-12:30 Links between Riemannian geometry and Gaussian Processes
[slides]
12:30-13:45 Lunch
13:45-15:30 Lab Session 2
15:30-16:00 Coffee Break.
16:00-17:00 Approximate Bayesian Inference of Composite Functions
[slides]
18:00-21:00 (Informal) Networking dinner
Day 3 | September 10 (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 GPs for Uncertainty Quantification in cardiology
[slides]
Workshop | September 11 (Thursday)
9:30-10:00 Arrivals
10:00-16:00 Gaussian processes for decision-making