Pattern recognition and machine learning

A Hands-On Introduction to Machine Learning

Adversarial Learning and Secure AI

Adversarial Machine Learning

Algebraic Geometry and Statistical Learning Theory

Algorithmic Aspects of Machine Learning

Algorithmic High-Dimensional Robust Statistics

An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

Applied Combinatorics on Words

Bandit Algorithms

Bayesian Optimization

Bayesian Reasoning and Machine Learning

Bayesian Time Series Models