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» Abstraction of Probabilistic Systems
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IWPT
2001
14 years 11 months ago
Parsing and Hypergraphs
While symbolic parsers can be viewed as deduction systems, this view is less natural for probabilistic parsers. We present a view of parsing as directed hypergraph analysis which ...
Dan Klein, Christopher D. Manning
SSS
2009
Springer
15 years 4 months ago
Stability of Distributed Algorithms in the Face of Incessant Faults
Abstract. For large distributed systems built from inexpensive components, one expects to see incessant failures. This paper proposes two models for such faults and analyzes two we...
Robert E. Lee DeVille, Sayan Mitra
90
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WCET
2008
14 years 11 months ago
INFER: Interactive Timing Profiles based on Bayesian Networks
We propose an approach for timing analysis of software-based embedded computer systems that builds on the established probabilistic framework of Bayesian networks. We envision an ...
Michael Zolda
CALCO
2009
Springer
150views Mathematics» more  CALCO 2009»
15 years 4 months ago
Approximating Labelled Markov Processes Again!
Abstract. Labelled Markov processes are continuous-state fully probabilistic labelled transition systems. They can be seen as co-algebras of a suitable monad on the category of mea...
Philippe Chaput, Vincent Danos, Prakash Panangaden...
SEW
2006
IEEE
15 years 3 months ago
Integrating Probability with Time and Shared-Variable Concurrency
Complex software systems typically involve features like time, concurrency and probability, where probabilistic computations play an increasing role. It is challenging to formaliz...
Huibiao Zhu, Shengchao Qin, Jifeng He, Jonathan P....