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167
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FOCS
2006
IEEE
16 years 26 days ago
2006
IEEE
Learning an unknown halfspace (also called a perceptron) from labeled examples is one of the classic problems in machine learning. In the noise-free case, when a halfspace consist...
211
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FOCS
2006
IEEE
16 years 26 days ago
2006
IEEE
Combinatorial allocation problems require allocating items to players in a way that maximizes the total utility. Two such problems received attention recently, and were addressed ...
206
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GLOBECOM
2006
IEEE
16 years 26 days ago
2006
IEEE
Abstract—We consider the distributed estimation of an unknown vector signal in a resource constrained sensor network with a fusion center. Due to power and bandwidth limitations,...
160
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HPCS
2006
IEEE
16 years 26 days ago
2006
IEEE
This paper presents the initial design of the Cyclops-64 (C64) system software infrastructure and tools under development as a joint effort between IBM T.J. Watson Research Center...
163
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ICDM
2006
IEEE
16 years 26 days ago
2006
IEEE
Manual debugging is expensive. And the high cost has motivated extensive research on automated fault localization in both software engineering and data mining communities. Fault l...