211
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JAIR
2011
14 years 10 months ago
2011
We address the problem of computing approximate marginals in Gaussian probabilistic models by using mean field and fractional Bethe approximations. We define the Gaussian fracti...
250
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JACM
2011
14 years 10 months ago
2011
This paper is about a curious phenomenon. Suppose we have a data matrix, which is the superposition of a low-rank component and a sparse component. Can we recover each component i...
297
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IWSOS
2011
Springer
14 years 10 months ago
2011
Springer
386
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IWSOS
2011
Springer
14 years 10 months ago
2011
Springer
Abstract This paper depicts and evaluates an evolutionary design process for generating a complex self-organizing multicellular system based on Cellular Automata (CA). We extend th...