Dimensionality Reduction
Learning with Gaussian Processes
Monte Carlo Methods
Spatial Bayesian Nonparametrics for Natural Image Segmentation
Adversarial Examples
Gaussian Processes
Lecture 15: Recap: Example: Minimum Cardinality Problem
Multi-Task Learning with Gaussian Processes with Applications to Robot Inverse Dynamics
Nonparametric Bayesian Models
Inference for Networks