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UAI
2000
13 years 9 months ago
2000
In this work, dynamic Bayesian multinets are introduced where a Markov chain state at time
UAI
2000
13 years 9 months ago
2000
Recent theoretical work has identified random projection as a promising dimensionality reduction technique for learning mixtures of Gaussians. Here we summarize these results and ...
UAI
2000
13 years 9 months ago
2000
We give an interpretation of the Maximum Entropy (MaxEnt) Principle in gametheoretic terms. Based on this interpretation, we make a formal distinction between di erent ways of app...
UAI
2000
13 years 9 months ago
2000
Monitoring plan preconditions can allow for replanning when a precondition fails, generally far in advance of the point in the plan where the precondition is relevant. However, mo...
UAI
2000
2000
Probabilistic Arc Consistency: A Connection between Constraint Reasoning and Probabilistic Reasoning
13 years 9 months ago
We document a connection between constraint reasoning and probabilistic reasoning. We present an algorithm, called probabilistic arc consistency, which is both a generalization of...