358 search results - page 12 / 72 » Rank Matrix Factorisation |
114
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IDEAL
2010
Springer
14 years 11 months ago
2010
Springer
: Covariance matrices capture correlations that are invaluable in modeling real-life datasets. Using all d2 elements of the covariance (in d dimensions) is costly and could result ...
89
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NIPS
2004
15 years 3 months ago
2004
We prove generalization error bounds for predicting entries in a partially observed matrix by fitting the observed entries with a low-rank matrix. In justifying the analysis appro...
102
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CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
Most existing video denoising algorithms assume a single statistical model of image noise, e.g. additive Gaussian white noise, which often is violated in practice. In this paper, ...
ISSAC
2004
Springer
15 years 7 months ago
2004
Springer
ICASSP
2010
IEEE
15 years 2 months ago
2010
IEEE