Theory of Classification: A Survey of Some Recent Advances

Boucheron, S; Bousquet, O; Lugosi, G

doi:10.1051/ps:2005018

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Theory of Classification: A Survey of Some Recent Advances

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https://www.esaim-ps.org/articles/ps/abs/2005/01/ps0420/ps0420.html
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Boucheron, S., Bousquet, O., & Lugosi, G. (2005). Theory of Classification: A Survey of Some Recent Advances. ESAIM: Probability and Statistics, 9, 323-375. doi:10.1051/ps:2005018.

Cite as: https://hdl.handle.net/11858/00-001M-0000-0013-D6C9-1

Abstract

The last few years have witnessed important new developments in the theory and practice
of pattern classification. We intend to survey some of the main new ideas that have lead to these
important recent developments.