30 search results - page 1 / 6 » Matrix Coherence and the Nystrom Method |
35
Voted
CORR
2010
Springer
15 years 4 days ago
2010
Springer
83
Voted
IGARSS
2009
14 years 10 months ago
2009
In the context of non-Gaussian polarimetric clutter models, this paper presents an application of the recent advances in the field of Spherically Invariant Random Vectors (SIRV) m...
104
Voted
BMCBI
2008
15 years 20 days ago
2008
Background: The hierarchical clustering tree (HCT) with a dendrogram [1] and the singular value decomposition (SVD) with a dimension-reduced representative map [2] are popular met...
82
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
This paper addresses the problem of approximate singular value decomposition of large dense matrices that arises naturally in many machine learning applications. We discuss two re...
93
Voted
CORR
2010
Springer
15 years 19 days ago
2010
Springer
Recent work has demonstrated that using a carefully designed sensing matrix rather than a random one, can improve the performance of compressed sensing. In particular, a welldesign...