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» Classification by Discriminative Regularization
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PAMI
2002
148views more  PAMI 2002»
14 years 11 months ago
Two Variations on Fisher's Linear Discriminant for Pattern Recognition
Discriminants are often used in pattern recognition to separate clusters of points in some multidimensional "feature" space. This paper provides two fast and simple techn...
Tristrom Cooke
120
Voted
NIPS
2004
15 years 1 months ago
Computing regularization paths for learning multiple kernels
The problem of learning a sparse conic combination of kernel functions or kernel matrices for classification or regression can be achieved via the regularization by a block 1-norm...
Francis R. Bach, Romain Thibaux, Michael I. Jordan
NOLISP
2009
Springer
15 years 6 months ago
Automatic Classification of Regular vs. Irregular Phonation Types
Tamás Bohm, Zoltán Both, Géza...
115
Voted
CVPR
2009
IEEE
16 years 6 months ago
Increased Discrimination in Level Set Methods with Embedded Conditional Random Fields
We propose a novel approach for improving level set seg- mentation methods by embedding the potential functions from a discriminatively trained conditional random field (CRF) in...
Dana Cobzas (University of Alberta), Mark Schmidt ...