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» Parallel matrix algorithms and applications
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109
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CLUSTER
2002
IEEE
15 years 8 months ago
Mixed Mode Matrix Multiplication
In modern clustering environments where the memory hierarchy has many layers (distributed memory, shared memory layer, cache,  ¡ ¢  ), an important question is how to fully u...
Meng-Shiou Wu, Srinivas Aluru, Ricky A. Kendall
146
Voted
JMLR
2006
108views more  JMLR 2006»
15 years 3 months ago
Learning Spectral Clustering, With Application To Speech Separation
Spectral clustering refers to a class of techniques which rely on the eigenstructure of a similarity matrix to partition points into disjoint clusters, with points in the same clu...
Francis R. Bach, Michael I. Jordan
164
Voted
SIAMJO
2010
246views more  SIAMJO 2010»
15 years 2 months ago
A Singular Value Thresholding Algorithm for Matrix Completion
This paper introduces a novel algorithm to approximate the matrix with minimum nuclear norm among all matrices obeying a set of convex constraints. This problem may be understood a...
Jian-Feng Cai, Emmanuel J. Candès, Zuowei S...
128
Voted
ICPP
2007
IEEE
15 years 10 months ago
A Composition Approach to Mutual Exclusion Algorithms for Grid Applications
Julien Sopena, Fabrice Legond-Aubry, Luciana Bezer...
118
Voted
EUROPAR
2009
Springer
15 years 10 months ago
High Performance Matrix Multiplication on Many Cores
Moore’s Law suggests that the number of processing cores on a single chip increases exponentially. The future performance increases will be mainly extracted from thread-level par...
Nan Yuan, Yongbin Zhou, Guangming Tan, Junchao Zha...