Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation Machine series)

Probabilistic Machine Learning: Advanced Topics (Adaptive Computation and Learning series)

Gaussian Processes for Machine Learning (Adaptive Computation and series)

Probabilistic Machine Learning: An Introduction (Adaptive Computation and Learning series)

Causation, Prediction, and Search (Adaptive Computation Machine Learning series)