Uhhh....Lior and Aurelie are researchers at IBM at have no idea how to run a class. It was mostly a shit show. The HWs were unclear and took months to be graded. Expectations were never clearly defined. The material was interesting and challenging, however, it was very much a topics overview and we didn't really understand all of it. It was just showing us slides of equations with little explanation and then us trying to piece together everything during HW.
Would recommend taking this class with Daniel Hsu or maybe Tony Jebara instead.