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153
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ICPR
2006
IEEE
16 years 6 months ago
2006
IEEE
It is possible to broadly characterize two approaches to probabilistic modeling in terms of generative and discriminative methods. Provided with sufficient training data the discr...
153
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IPPS
2009
IEEE
15 years 11 months ago
2009
IEEE
Recent accelerators such as GPUs achieve better cost-performance and watt-performance ratio, while the range of their application is more limited than general CPUs. Thus heterogen...
133
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ICALP
2007
Springer
15 years 11 months ago
2007
Springer
We study the classic problem of estimating the sum of n variables. The traditional uniform sampling approach requires a linear number of samples to provide any non-trivial guarante...
125
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ICASSP
2009
IEEE
15 years 11 months ago
2009
IEEE
Dataflow descriptions have been used in a wide range of Digital Signal Processing (DSP) applications, such as multi-media processing, and wireless communications. Among various f...
133
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COCOON
2009
Springer
15 years 11 months ago
2009
Springer
We present a polynomial-time perfect sampler for the Q-Ising with a vertex-independent noise. The Q-Ising, one of the generalized models of the Ising, arose in the context of Baye...