Graphical constraints
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Closed-form Gibbs sampling for graphical models with algebraic constraints
AAAI'16: Proceedings of the Thirtieth AAAI Conference on Artificial IntelligenceProbabilistic inference in many real-world problems requires graphical models with deterministic algebraic constraints between random variables (e.g., Newtonian mechanics, Pascal's law, Ohm's law) that are known to be problematic for many inference ...
Constraints for Interactive Graphical Applications
CP '02: Proceedings of the 6th International Conference on Principles and Practice of Constraint ProgrammingConstraints have been used in interactive graphical applications since Sketchpad in the early 60's [8]. Constraints in this domain, as in others, provide a declarative way for the user to specify what is desired rather than how to achieve it. Two ...
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