Section: Software

Convex Relaxation of Weakly Supervised Models

This is a package of Matlab code implementing a general multi-class approach to weakly supervised classification described in (Joulin and Bach ICML 2012 [12] ). The goal is to avoid local minima typically occuring expectation-maximization like algorithms and to optimize a cost function based on a convex relaxation of the soft-max loss. The package was last updated in September 2012 and is available at http://www.di.ens.fr/~joulin/code/ICML12_Joulin.zip .