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122
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CORR
2012
Springer
208views Education» more  CORR 2012»
13 years 9 months ago
Ensembles of Kernel Predictors
This paper examines the problem of learning with a finite and possibly large set of p base kernels. It presents a theoretical and empirical analysis of an approach addressing thi...
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
101
Voted
ICML
2008
IEEE
16 years 2 months ago
A generalization of Haussler's convolution kernel: mapping kernel
Kilho Shin, Tetsuji Kuboyama
ICML
2007
IEEE
16 years 2 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
85
Voted
ICML
2006
IEEE
16 years 2 months ago
Kernel information embeddings
Roland Memisevic