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CORR
2010
Springer
66views Education» more  CORR 2010»
13 years 6 months ago
Non-Sparse Regularization and Efficient Training with Multiple Kernels
Marius Kloft, Ulf Brefeld, Sören Sonnenburg, ...
PRL
2010
77views more  PRL 2010»
13 years 6 months ago
Cost-conscious multiple kernel learning
Mehmet Gönen, Ethem Alpaydin
ACL
2009
13 years 5 months ago
Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering
Coreferencing entities across documents in a large corpus enables advanced document understanding tasks such as question answering. This paper presents a novel cross document core...
Jian Huang 0002, Sarah M. Taylor, Jonathan L. Smit...
NIPS
2004
13 years 9 months ago
The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space
A new distance measure between probability density functions (pdfs) is introduced, which we refer to as the Laplacian pdf distance. The Laplacian pdf distance exhibits a remarkabl...
Robert Jenssen, Deniz Erdogmus, José Carlos...