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

Introduction to Online Convex Optimization, second edition (Adaptive Computation and Machine Learning series)

Deep Learning (Adaptive Computation and Machine series)

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

Fairness and Machine Learning: Limitations Opportunities (Adaptive Computation Learning series)