This applied course engages teaching assistants in coordinating interdisciplinary projects. This role of coordinating an industry like project will on one hand, inherently develop leadership and trans
Statistical learning theory for supervised learning and generalization in PAC and online models (VC theory, MDL/SRM, covering numbers, Radamacher Averages, boosting, compression, stability and connect
This course offers an overview of direct data-driven approaches to control design. In such methods, learning tools are used to compute optimal control laws from data without relying on a model of the
