Material covered

• Equivalence between maxent and LR classifiers
• Loss function for LR/maxent classifier compared to other loss functions
• Back to the exact hinge loss
• Gearing up to solve hinge-loss SVM
• Duality theory recap: Gordan's theorem, dual feasibility, complementary slackness, LP example