Matrix-free construction of HSS representations using adaptive randomized sampling Xiaoye Sherry Li xsli@lbl.gov Gustavo Chavez, Pieter Ghysels, Chris Gorman, Yang Liu Lawrence Berkeley National Laboratory Chris Gorman, UC Santa Barbara Randomized Numerical Linear Algebra and Applications X.S. Li Faster Linear Solvers Sept. 27 1 / 28