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» Monotonicity in Bayesian Networks
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KDD
2004
ACM
146views Data Mining» more  KDD 2004»
14 years 7 months ago
A Bayesian network framework for reject inference
Andrew T. Smith, Charles Elkan
IJAR
2006
125views more  IJAR 2006»
13 years 6 months ago
Compiling relational Bayesian networks for exact inference
We describe in this paper a system for exact inference with relational Bayesian networks as defined in the publicly available Primula tool. The system is based on compiling propos...
Mark Chavira, Adnan Darwiche, Manfred Jaeger
SARA
2007
Springer
14 years 25 days ago
Active Learning of Dynamic Bayesian Networks in Markov Decision Processes
Several recent techniques for solving Markov decision processes use dynamic Bayesian networks to compactly represent tasks. The dynamic Bayesian network representation may not be g...
Anders Jonsson, Andrew G. Barto