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» Computational Probabilistic Non-interference

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NIPS
1998

121views Information Technology» more NIPS 1998»

Inference in Multilayer Networks via Large Deviation Bounds

13 years 10 months ago

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We study probabilistic inference in large, layered Bayesian networks represented as directed acyclic graphs. We show that the intractability of exact inference in such networks do...

Michael J. Kearns, Lawrence K. Saul

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CASES
2006
ACM

216views System Software» more CASES 2006»

Probabilistic arithmetic and energy efficient embedded signal processing

14 years 18 days ago

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Probabilistic arithmetic, where the ith output bit of addition and multiplication is correct with a probability pi, is shown to be a vehicle for realizing extremely energy-efficie...

Jason George, B. Marr, Bilge E. S. Akgul, Krishna ...

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CORR
2004
Springer

108views Education» more CORR 2004»

Efficiency Enhancement of Probabilistic Model Building Genetic Algorithms

13 years 8 months ago

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Abstract. This paper presents two different efficiency-enhancement techniques for probabilistic model building genetic algorithms. The first technique proposes the use of a mutatio...

Kumara Sastry, David E. Goldberg, Martin Pelikan

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ICCV
2003
IEEE

116views Computer Vision» more ICCV 2003»

Probabilistic Bilinear Models for Appearance-Based Vision

14 years 10 months ago