Probabilistic Numerics: Computation as Machine Learning

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

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

Machine Learning A Probabilistic Perspective (Adaptive Computation and series)

Probabilistic Graphical Models Principles and Techniques (Adaptive Computation Machine Learning series)