TRACTABLE PREFORMED STRUCTURES

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BIOJOINT ID4A 8 10th St. Unit 1419 San Francisco CA 94103 TRACTABLE PREFORMED STRUCTURES, SCAFFOLDS AND FORMS FOR PRODUCTION USING COMPOSITE MATERIALS IN THE FIELD OF CONSUMER PRODUCTS AND FOR CONSTRUCTION APPLICATIONS, NAMELY ARCHITECTURAL STRUCTURES AND PARTS;
 

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Technical Examples
  1. The present invention leverages approximations of distributions to provide tractable variational approximations, based on at least one continuous variable, for inference utilization in Bayesian networks where local distributions are decision-graphs. These tractable approximations are employed in lieu of exact inferences that are normally NP-hard to solve. By utilizing Jensen's inequality applied to logarithmic distributions composed of a generalized sum including an introduced arbitrary conditional distribution, a means is acquired to resolve a tightly bound likelihood distribution. The means includes application of Mean-Field Theory, approximations of conditional probability distributions, and/or other means that allow for a tractable variational approximation to be achieved.