Convex Structure Learning in Log Linear Models: Beyond Pairwise Potentials

Convex Structure Learning in Log-Linear Models: Beyond Pairwise Potentials Mark Schmidt and Kevin Murphy Department of Computer Science University of British Columbia May 15, 2010

• beyond pairwise


• introduction higher-order


• gaussian graphical


• parameters wi


• structure learning