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128
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CORR
2010
Springer
136views Education» more  CORR 2010»
15 years 1 months ago
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA
Many problems in machine learning and statistics can be formulated as (generalized) eigenproblems. In terms of the associated optimization problem, computing linear eigenvectors a...
Matthias Hein, Thomas Bühler
128
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MSS
2005
IEEE
62views Hardware» more  MSS 2005»
15 years 9 months ago
Predictive Reduction of Power and Latency (PuRPLe)
Increasing efforts have been aimed towards the management of power as a critical system resource, and the disk can consume approximately a third of the power required for a typica...
Matthew Craven, Ahmed Amer
134
Voted
ICPPW
2005
IEEE
15 years 9 months ago
Gene Sequence Alignment on a Public Computing Platform
Public computing can potentially supply not only computational power but also memory and short term storage resources to grid and cluster scale problems. Gene sequence alignment i...
Stephen Pellicer, Nova Ahmed, Yi Pan, Yao Zheng
129
Voted
CASES
2003
ACM
15 years 9 months ago
Power efficient encoding techniques for off-chip data buses
Reducing the power consumption of computing devices has gained a lot of attention recently. Many research works have focused on reducing power consumption in the off-chip buses as...
Dinesh C. Suresh, Banit Agrawal, Jun Yang 0002, Wa...
ESCIENCE
2005
IEEE
15 years 9 months ago
High-Performance Task Distribution for Volunteer Computing
Volunteer computing projects use a task server to manage work. Clients periodically communicate with the server to report completed tasks and get new tasks. The rate at which the ...
David P. Anderson, Eric Korpela, Rom Walton