EE 270 - Large Scale Matrix Computation, Optimization and Learning

Reading assignments

January 14: probability review

January 19-21: Chapter 2 of Randomized algorithms in numerical linear algebra, Kannan and Vempala

January 26-28: Chapter 6 and 12 of Foundations of Data Science∗ Avrim Blum, John Hopcroft, and Ravindran Kannan

February 2-4: Chapter 2 of Sketching as a Tool for Numerical Linear Algebra David P. Woodruf