CS 5408: Game Theory for Computing

Probability Theory and Statistics

Introduction to Probability, by John Tsitsiklils (MIT)

Probability for Computer Scientists, by Chris Piech (Stanford)

Linear Algebra

Linear Algebra, by Gilbert Strang (MIT)

Optimization (Not a necessity, but good to know)

Convex Optimization, by Stephen Boyd and Lieven Vandenberghe

Algorithms for Optimization, by Mykel J. Kochenderfer and Tim A. Wheeler