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» Joint covariate selection and joint subspace selection for m...
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51
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SAC
2010
ACM
14 years 9 months ago
Joint covariate selection and joint subspace selection for multiple classification problems
Guillaume Obozinski, Ben Taskar, Michael I. Jordan
CVPR
2010
IEEE
14 years 8 months ago
Visual classification with multi-task joint sparse representation
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...
Xiaotong Yuan, Shuicheng Yan
SDM
2012
SIAM
233views Data Mining» more  SDM 2012»
13 years 1 months ago
On Finding Joint Subspace Boolean Matrix Factorizations
Finding latent factors of the data using matrix factorizations is a tried-and-tested approach in data mining. But finding shared factors over multiple matrices is more novel prob...
Pauli Miettinen
TCOM
2008
101views more  TCOM 2008»
14 years 10 months ago
Transmit beamforming for space-frequency coded MIMO-OFDM systems with spatial correlation feedback
Abstract--This paper addresses the problem of joint optimization of transmit beamforming and space-frequency (SF) coding for MIMO-OFDM systems with spatial correlation feedback in ...
Ahmed K. Sadek, Weifeng Su, K. J. Ray Liu
74
Voted
CVPR
2004
IEEE
16 years 22 days ago
Joint Feature-Basis Subset Selection
We treat feature selection and basis selection in a unified framework by introducing the masking matrix. If one considers feature selection as finding a binary mask vector that de...
Shai Avidan