EE364b: Lecture Slides and NotesProfessor John Duchi, Stanford University, Spring Quarter 2014–15
These slides and notes will change throughout the quarter. Unlike EE364a, where the lectures proceed linearly, the lectures for EE364b fall into natural groups, and there is much more freedom as to the order in which they are covered. We are unlikely to cover all of these topics in lecture. Subgradient methods Localization methods Decomposition and distributed optimization Proximal and operator splitting methods Conjugate gradients Nonconvex problems Additional lecture notes |