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91
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QEST
2007
IEEE
15 years 5 months ago
Probabilistic Model Checking Modulo Theories
— Probabilistic models are widely used to analyze embedded, networked, and more recently biological systems. Existing numerical analysis techniques are limited to finitestate mo...
Björn Wachter, Lijun Zhang, Holger Hermanns
85
Voted
CIMCA
2005
IEEE
15 years 4 months ago
Statistical Learning Procedure in Loopy Belief Propagation for Probabilistic Image Processing
We give a fast and practical algorithm for statistical learning hyperparameters from observable data in probabilistic image processing, which is based on Gaussian graphical model ...
Kazuyuki Tanaka
89
Voted
ACL
2010
14 years 9 months ago
Authorship Attribution Using Probabilistic Context-Free Grammars
In this paper, we present a novel approach for authorship attribution, the task of identifying the author of a document, using probabilistic context-free grammars. Our approach in...
Sindhu Raghavan, Adriana Kovashka, Raymond J. Moon...
127
Voted

Publication
252views
15 years 2 months ago
Context models on sequences of covers
We present a class of models that, via a simple construction, enables exact, incremental, non-parametric, polynomial-time, Bayesian inference of conditional measures. The approac...
Christos Dimitrakakis