Dual optimization for convex constrained objectives without the gradient-Lipschitz assumption

Martin Bompaire, Emmanuel Bacry, Stéphane Gaïffas

The minimization of convex objectives coming from linear supervised learning problems, such as penalized generalized linear models, can be formulated as finite sums of convex funct…