164 search results - page 13 / 33 » Cost-conscious multiple kernel learning |
122
Voted
CVPR
2010
IEEE
15 years 18 days ago
2010
IEEE
We address the problem of computing joint sparse representation of visual signal across multiple kernel-based representations. Such a problem arises naturally in supervised visual...
164
Voted
ICMLA
2010
15 years 16 days ago
2010
Abstract--In this paper we propose a probabilistic classification algorithm with a novel Dynamic Time Warping (DTW) kernel to automatically recognize flight calls of different spec...
147
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
The choice of the kernel function which determines the mapping between the input space and the feature space is of crucial importance to kernel methods. The past few years have se...
126
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AAAI
2011
14 years 2 months ago
2011
We propose Tree Sequence Kernel (TSK), which implicitly exhausts the structure features of a sequence of subtrees embedded in the phrasal parse tree. By incorporating the capabili...
137
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CVPR
2010
IEEE
15 years 18 days ago
2010
IEEE
Our goal is to fit the multiple instances (or structures) of a generic model existing in data. Here we propose a novel model selection scheme to estimate the number of genuine str...