On linear potential functions for approximating Bayesian computations
Journal of the ACM (JACM)
A Language for Construction of Belief Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mini-buckets: A general scheme for bounded inference
Journal of the ACM (JACM)
Abductive reasoning with recurrent neural networks
Neural Networks - 2003 Special issue: Advances in neural networks research IJCNN'03
A review of explanation methods for Bayesian networks
The Knowledge Engineering Review
Approximating cost-based abduction is NP-hard
Artificial Intelligence
Linear Programming Relaxations and Belief Propagation -- An Empirical Study
The Journal of Machine Learning Research
AND/OR Branch-and-Bound search for combinatorial optimization in graphical models
Artificial Intelligence
Branch and bound with mini-bucket heuristics
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
Diagnosing tree-decomposable circuits
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Probabilistic temporal networks: A unified framework for reasoning with time and uncertainty
International Journal of Approximate Reasoning
MAP estimation, message passing, and perfect graphs
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Dynamic MAP calculations for abduction
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Reasoning MPE to multiply connected belief networks using message passing
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Most probable explanations in Bayesian networks: Complexity and tractability
International Journal of Approximate Reasoning
Mini-bucket heuristics for improved search
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Bucket elimination: a unifying framework for probabilistic inference
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Belief updating by enumerating high-probabilityindependence-based assignments
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
An efficient approach for finding the MPE in belief networks
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
Algorithms for irrelevance-based partial MAPs
UAI'91 Proceedings of the Seventh conference on Uncertainty in Artificial Intelligence
An ACO algorithm for the most probable explanation problem
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
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