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Second-order subdifferentials and convexity of real-valued functions

โœ Scribed by N.H. Chieu; N.Q. Huy


Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
242 KB
Volume
74
Category
Article
ISSN
0362-546X

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We consider the problem of learning real-valued functions from random examples when the function values are corrupted with noise. With mild conditions on independent observation noise, we provide characterizations of the learnability of a real-valued function class in terms of a generalization of th