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

Regularization, Optimization, Kernels, and Support Vector Machines (Chapman & Hall/CRC Machine Learning Pattern Recognition)

Introduction to Online Convex Optimization, Second Edition (Adaptive Computation and Machine Learning) Learning series)

Introduction to Machine Learning (Adaptive Computation and series)

Foundations of Machine Learning (Adaptive Computation and series)