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ICLP
2005
Springer
16 years 5 days ago
A Distributed and Probabilistic Concurrent Constraint Programming Language
We present a version of the CCP paradigm, which is both distributed and probabilistic. We consider networks with a fixed number of nodes, each of them possessing a local and indep...
Luca Bortolussi, Herbert Wiklicky
CONCUR
2000
Springer
15 years 11 months ago
Weak Bisimulation for Probabilistic Systems
Abstract. In this paper, we introduce weak bisimulation in the framework of Labeled Concurrent Markov Chains, that is, probabilistic transition systems which exhibit both probabili...
Anna Philippou, Insup Lee, Oleg Sokolsky
ICCAD
1999
IEEE
78views Hardware» more  ICCAD 1999»
15 years 11 months ago
Probabilistic state space search
This paper describes a probabilistic approach to state space search. The presented method applies a ranking of the design states according to their probability of reaching a given...
Andreas Kuehlmann, Kenneth L. McMillan, Robert K. ...
NIPS
2008
15 years 8 months ago
Sparse probabilistic projections
We present a generative model for performing sparse probabilistic projections, which includes sparse principal component analysis and sparse canonical correlation analysis as spec...
Cédric Archambeau, Francis Bach
AIPS
1994
15 years 8 months ago
Probabilistic Planning with Information Gathering and Contingent Execution
MostAI representations and algorithms for plan generation havenot included the concept of informationproducingactions (also called diagnostics, or tests, in the decision making li...
Denise Draper, Steve Hanks, Daniel S. Weld