NESTEROV, Yu. - Center for Operations Research and Econometrics (CORE), … - 2003
In this paper we propose a new approach for constructing efficient schemes for nonsmooth convex optimization. It is based on a special smoothing technique, which can be applied to the functions with explicit max-structure. Our approach can be considered as an alternative to black-box...