Smooth Large-Scale Convex Minimization

English

Séminaire Géométrie-Images: Calcul des variations

20/02/2014 - 15:30 Anatoli Iouditski (Université Grenoble I) 

1. Nesterov's Optimal algorithm for Smooth and Composite Minimization
2. Beyond the scope of proximal algorithms: Conditional Gradients
3. Linear Minimization Oracle 
4. CndG algorithm
5. CndG algorithm for Norm-Regularized Smooth Convex Minimization