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Mathematical programming in machine learning. (English) Zbl 1052.90637

Di Pillo, Gianni (ed.) et al., Nonlinear optimization and applications. Proceedings of the 21st workshop, Erice, Italy, June 13–21, 1995. New York, NY: Plenum Press (ISBN 0-306-45316-9). 283-295 (1996).
Summary: We describe in this work a number of central problems of machine learning and show how they can be modeled and solved as mathematical programs of various complexity.
For the entire collection see [Zbl 0941.00047].

MSC:

90C90 Applications of mathematical programming
68T05 Learning and adaptive systems in artificial intelligence

Keywords:

neural networks
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