Markov Chain Monte Carlo Methods
Inferring Latent Functions with Gaussian Processes in Differential Equations
Probabilistic Models for Preference Learning
Learning with Gaussian Processes
Sequential Monte Carlo methods
Why Bayesian nonparametrics?
Semi-supervised learning
On manifolds and autoencoders
High-Dimensional Statistics
Modelling Transcriptional Regulation with Gaussian Processes