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Inversion of real-valued functions and applications

✍ Scribed by J. -P. Penot; M. Volle


Publisher
Springer
Year
1990
Tongue
English
Weight
849 KB
Volume
34
Category
Article
ISSN
0340-9422

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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