نتایج جستجو برای: strongly convex function

تعداد نتایج: 1435527  

Journal: :Journal of Mathematical Analysis and Applications 2013

Journal: :Tatra Mountains Mathematical Publications 2016

Journal: :Mathematical Inequalities & Applications 2018

Journal: :Annales de l’institut Fourier 2001

In this paper we find a characterization type result for (η1,η2)-convex functions. The Fejér integral inequality related to (η1,η2)-convex functions is obtained as a generalization of Fejér inequality related to the preinvex and η-convex functions. Also some Fejér trapezoid and midpoint type inequalities are given in the case that the absolute value of the derivative of considered function is (...

2007
Shai Shalev-Shwartz Yoram Singer

Many problems arising in machine learning can be cast as a convex optimization problem, in which a sum of a loss term and a regularization term is minimized. For example, in Support Vector Machines the loss term is the average hinge-loss of a vector over a training set of examples and the regularization term is the squared Euclidean norm of this vector. In this paper we study an algorithmic fra...

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