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» Improved Matrix Interpretation
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ICASSP
2011
IEEE
14 years 4 months ago
Augmented complex matrix factorisation
A novel framework for the factorisation of complex-valued data is derived using recent developments in complex statistics. Unlike existing factorisation tools the algorithms can c...
David Looney, Danilo P. Mandic
59
Voted
MKM
2005
Springer
15 years 6 months ago
Processing Textbook-Style Matrices
In mathematical textbooks matrices are often represented as objects of indefinite size containing abbreviations. To make the knowledge implicitly given in these representations av...
Alan P. Sexton, Volker Sorge
78
Voted
CORR
2010
Springer
55views Education» more  CORR 2010»
15 years 17 days ago
New and improved Johnson-Lindenstrauss embeddings via the Restricted Isometry Property
Consider an m
Felix Krahmer, Rachel Ward
89
Voted
MCSS
2007
Springer
15 years 10 days ago
An ISS small gain theorem for general networks
We provide a generalized version of the nonlinear small gain theorem for the case of more than two coupled input-to-state stable (ISS) systems. For this result the interconnection...
Sergey Dashkovskiy, Björn Rüffer, Fabian...
108
Voted
JMLR
2010
175views more  JMLR 2010»
14 years 7 months ago
Hierarchical Convex NMF for Clustering Massive Data
We present an extension of convex-hull non-negative matrix factorization (CH-NMF) which was recently proposed as a large scale variant of convex non-negative matrix factorization ...
Kristian Kersting, Mirwaes Wahabzada, Christian Th...