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We propose a novel application of the Simultaneous Orthogonal Matching Pursuit (SOMP) procedure to perform variable selection in ultra-high dimensional multiple output regression ...

Mladen Kolar, Eric P. Xing

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152

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ICPR
2008
IEEE

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Multiple kernel learning from sets of partially matching image features

16 years 5 months ago

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Abstract: Kernel classifiers based on Support Vector Machines (SVM) have achieved state-ofthe-art results in several visual classification tasks, however, recent publications and d...

Guo ShengYang, Min Tan, Si-Yao Fu, Zeng-Guang Hou,...

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116

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ECCV
1996
Springer

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Generalized Image Matching: Statistical Learning of Physically-Based Deformations

16 years 5 months ago

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Chahab Nastar, Baback Moghaddam, Alex Pentland

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