The Sam Roweis Symposium 

Maneesh Sahani Gatsby Unit, UCL

Zoubin Gharamani - Unifying Views in Unsupervised Learning

Lawrence Saul - Manifold Learning

Geoffrey Hinton - A Probabilistic Approach to Data Visualization

Yoram Singer - Learning Structural Sparsity

David Hogg - Automating Astronomy