4 search results - page 1 / 1 » Reconstructing Data Perturbed by Random Projections When the... |
56
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PKDD
2009
Springer
15 years 8 months ago
2009
Springer
141
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ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
The Restricted Isometry Property (RIP) is an important concept in compressed sensing. It is well known that many random matrices satisfy the RIP with high probability, whenever th...
139
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IDA
2009
Springer
14 years 11 months ago
2009
Springer
Abstract. Independent Subspace Analysis (ISA) is an extension of Independent Component Analysis (ICA) that aims to linearly transform a random vector such as to render groups of it...
114
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COLT
2010
Springer
14 years 11 months ago
2010
Springer
In recent years analysis of complexity of learning Gaussian mixture models from sampled data has received significant attention in computational machine learning and theory commun...