August 23: Logistics and Introduction to High Dimensional Probability [Presentation Link] (Speaker: Rohan)
August 30: Preliminaries on Random Variables, Concentration Inequalities: Hoeffding, Chernoff [Presentation Link] (Speaker: Rohan)
September 06: Sub-gaussian, Sub-exponential Random Variables [Presentation Link] (Speaker: Rohan)
September 13: Random Vectors in High dimensions [Presentation Link] (Speaker: Mayank)
September 20: Random Matrices, covering numbers, random sub-gaussian matrices [Presentation Link] (Speaker: Rohan)
September 27: Random Matrices-two sided bounds, covariance estimation and clustering [Presentation Link] (Speaker: Chandni)
October 04: Concentration without independence, Isoperimetric inequality, Johnson Lindenstrauss [Presentation Link] (Speaker: The-Anh)