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LCPC
1997
Springer
15 years 4 months ago
Automatic Data Decomposition for Message-Passing Machines
The data distribution problem is very complex, because it involves trade-offdecisions between minimizing communication and maximizing parallelism. A common approach towards solving...
Mirela Damian-Iordache, Sriram V. Pemmaraju
160
Voted
VL
2010
IEEE
216views Visual Languages» more  VL 2010»
14 years 11 months ago
Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs
Many machine-learning algorithms learn rules of behavior from individual end users, such as taskoriented desktop organizers and handwriting recognizers. These rules form a “prog...
Todd Kulesza, Simone Stumpf, Margaret M. Burnett, ...
ICASSP
2011
IEEE
14 years 4 months ago
Sparse coding of auditory features for machine hearing in interference
A key problem in using the output of an auditory model as the input to a machine-learning system in a machine-hearing application is to find a good feature-extraction layer. For ...
Richard F. Lyon, Jay Ponte, Gal Chechik
LISA
2007
15 years 2 months ago
Stork: Package Management for Distributed VM Environments
In virtual machine environments each application is often run in its own virtual machine (VM), isolating it from other applications running on the same physical machine. Contentio...
Justin Cappos, Scott M. Baker, Jeremy Plichta, Duy...
171
Voted

Book
412views
16 years 11 months ago
Algorithms for Clustering Data
"Cluster analysis is an important technique in the rapidly growing field known as exploratory data analysis and is being applied in a variety of engineering and scientific dis...
A. K. Jain, R. C. Dubes