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» Dimensionality reduction and generalization
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ICPR
2010
IEEE
14 years 3 months ago
A Bound on the Performance of LDA in Randomly Projected Data Spaces
We consider the problem of classification in nonadaptive dimensionality reduction. Specifically, we bound the increase in classification error of Fisher’s Linear Discriminant...
Robert John Durrant, Ata Kaban
OL
2008
56views more  OL 2008»
13 years 8 months ago
Generalized semi-infinite programming: the Symmetric Reduction Ansatz
We introduce the Symmetric Reduction Ansatz at a point from the closure of the feasible set in generalized semi-infinite programming. A corresponding Symmetric Reduction Lemma is s...
Harald Günzel, Hubertus Th. Jongen, Oliver St...