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AI
2006
Springer
15 years 15 days ago
On the incompatibility of faithfulness and monotone DAG faithfulness
Cheng, Greiner, Kelly, Bell and Liu [Artificial Intelligence 137 (2002) 43
David Maxwell Chickering, Christopher Meek
AI
2002
Springer
15 years 9 days ago
Learning Bayesian networks from data: An information-theory based approach
This paper provides algorithms that use an information-theoretic analysis to learn Bayesian network structures from data. Based on our three-phase learning framework, we develop e...
Jie Cheng, Russell Greiner, Jonathan Kelly, David ...