STUDI BUDAYA NONMATERIAL WARGA JATON

Warga derivate containers and other generalized differentials ∗ Dedicated to Jack Warga on his 80th birthday

This is the first of two papers devoted to recent ideas on the theory of generalized differentials with good open mapping properties. Here we will discuss “generalized differentiation theories” (abbr. GDTs), with special emphasis on the series of developments initiated by Jack Warga’s pioneering work on derivate containers. In the second paper, we will focus on the most recent theory, of “path-...

Università degli Studi di Siena

Degli Studi Dell ’ Insubria

Acknowledgements I would like to thank Prof. Paolo Massazza, my first algorithm professor, for the supervision of the final drafting of the thesis and his precious suggestions; I also would like to express my gratitude to Prof. Jyrki Katajainen, coau-thor of the two articles presented in the thesis, for what he taught me, his constant encouragements and all the time he dedicated to our collabor...

Centro Studi Luca D’agliano – Queen

JEL: F15, F23, F12

Università Degli Studi Di Perugia

A Support Vector Machine (SVM ) is a powerful classifier method, already used in many problems, which can be viewed as a learning problem bringing to a convex optimization. In recent years, a considerable attention has been given on semisupervised learning, differing from traditional supervised learning by making use of unlabeled data. In fact, in many applications, labeling examples may cost l...