Speaker |
Peter Sollich |
|---|---|
Affiliation |
King's College, University Of London |
Date |
Friday, 13 March 2015 |
Time |
13:00-14:00 |
Location |
Zoom |
Link |
Roberts G06 (Sir Ambrose Fleming lecture theatre) |
Event series |
Jump Trading/ELLIS CSML Seminar Series |
Abstract |
I will give an overview of our work over the last few years on understanding Gaussian process learning of functions on graphs, including kernel properties on locally treelike graphs and exact learning curve predictions for large graphs. Time permitting I will describe ongoing work on mismatched problems, which are best tackled with replicated belief propagation, and multi-task learning. |
Biography |