Kyle Kloster Wrangling data, algorithms, and code in the SF Bay

Purdue University Numerical Linear Algebra Group

April 2, 2014 at Purdue University.

Talk given:

Computing Functions of Matrices: How, and Why

Functions of matrices, like exp(X), log(X), and sqrt(X), are useful tools in numerical PDEs, network analysis, and markov analysis. We’ll journey through an introduction to their basic theory (when does a matrix behave like a real number?), end with their use in the Netflix Prize (!), and pick up a few matrix analysis tools along the way (Jordan factorization ho!).