Kernel Methods
Kernel Tricks, Means and Ends
Unifying Divergence Minimization and Statistical Inference via Convex Duality
Machine learning for cognitive science 3: Kernel methods and Bayesian methods
Machine learning for cognitive science 2: Bayesian methods and statistical learning theory
Exponential Families in Feature Space
Prediction: Machine Learning and Statistics
Numerical Computation for Mechanical Engineers
High-Dimensional Statistics
Principles of Computer System Design: An Introduction