Dual subgradient algorithms for large-scale nonsmooth learning problems - Cox, Bruce; Juditsky, Anatoli; Nemirovski, Arkadi (Mathematical programming, 2014)
Keywords: Accuracy; Algorithms; Analysis; Calculus of Variations and Optimal Control; Optimization; Combinatorics; Computer science; Computing costs; Convex analysis; Euclidean space; Full Length Paper; Learning; Mathematical and Computational Physics; Mathematical Methods in Physics; Mathematical models; Mathematical programming; Mathematics; Mathematics and Statistics; Mathematics of Computing; Numerical Analysis; Optimization; Optimization techniques; Statistics; Statistics Theory; Studies; Theoretical; Transformations; 65K15; 68T10; 90C25; 90C47