NESTEROV, Yurii - Center for Operations Research and Econometrics (CORE), … - 2013
In this paper, we present new methods for black-box convex minimization. They do not need to know in advance the actual level of smoothness of the objective function. The only essential input parameter is the required accuracy of the solution. At the same time, for each particular problem class...