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» Kernels for Multi--task Learning
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ICML
2007
IEEE
16 years 1 months ago
Learning nonparametric kernel matrices from pairwise constraints
Many kernel learning methods have to assume parametric forms for the target kernel functions, which significantly limits the capability of kernels in fitting diverse patterns. Som...
Steven C. H. Hoi, Rong Jin, Michael R. Lyu
81
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ICML
2006
IEEE
16 years 1 months ago
Kernel information embeddings
Roland Memisevic
111
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ACL
2012
13 years 2 months ago
String Re-writing Kernel
Learning for sentence re-writing is a fundamental task in natural language processing and information retrieval. In this paper, we propose a new class of kernel functions, referre...
Fan Bu, Hang Li, Xiaoyan Zhu