Introduction to Online Convex Optimization, second edition | HardcoverSeries: Adaptive Computation and Machine Learning series New edition of a graduate level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a process. In many practical applications, the environment is so complex that it is not feasible to lay out a comprehensive theoretical model and use classical algorithmic theory and or mathematical optimization. Introduction to Online Convex