SeminarsA general logistic type discriminant analysis with U-divergence for contaminated data
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We will first review works by S. Eguchi et al. on logistic type discriminant analysis and its link to U-divergence, Neyman-Pearson Lemma and area under ROC curve. Next, we will discuss the extension of logistic type discriminant analysis to kernel-based support vector machines for contaminated data.
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Su-Yun Huang
2008-06-10
13:30:00 - 15:00:00
405 , Mathematics Research Center Building (ori. New Math. Bldg.)
We will first review works by S. Eguchi et al. on logistic type discriminant analysis and its link to U-divergence, Neyman-Pearson Lemma and area under ROC curve. Next, we will discuss the extension of logistic type discriminant analysis to kernel-based support vector machines for contaminated data.