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217
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
In this paper, recently developed ONE-L1 algorithms for compressed sensing are applied to complex-valued signals and sampling matrices. The optimal and iterative solution of ONE-L...
198
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
Compression schemes for EEG signals are developed based on matrix and tensor decomposition. Various ways to arrange EEG signals into matrices and tensors are explored, and several...
160
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DBPL
1989
Springer
15 years 11 months ago
1989
Springer
Several proposals have been published in recent years for database programming languages (DBPLs), many of which have been object-oriented. Our goal in this paper is not to argue f...
199
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JMLR
2012
13 years 9 months ago
2012
We develop scalable algorithms for regular and non-negative matrix completion. In particular, we base the methods on trace-norm regularization that induces a low rank predicted ma...
166
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ICIP
2000
IEEE
16 years 8 months ago
2000
IEEE
When scanning a page with printing on both sides, the printing on the back-side often shows through in the scan of the front-side because the page is not completely opaque. This p...