31 search results - page 1 / 7 » An accelerated gradient method for trace norm minimization |
71
Voted
ICML
2009
IEEE
15 years 10 months ago
2009
IEEE
ICASSP
2010
IEEE
14 years 9 months ago
2010
IEEE
In this paper, we consider the problem of minimizing a non-smooth convex problem using first-order methods. The number of iterations required to guarantee a certain accuracy for ...
100
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SIAMJO
2010
14 years 4 months ago
2010
We consider a recently proposed optimization formulation of multi-task learning based on trace norm regularized least squares. While this problem may be formulated as a semidefini...
91
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CVPR
2012
IEEE
12 years 12 months ago
2012
IEEE
Recently sparse representation has been applied to visual tracker by modeling the target appearance using a sparse approximation over a template set, which leads to the so-called ...
CORR
2010
Springer
14 years 7 months ago
2010
Springer