Learning about Structure

Learning about Structure

• Use Bayes rule to update prior distribution
• Posterior distribution for (S,qS) given training sample

• Learning algorithm for structure/parameter learning
  • Search heuristic for searching over structures
  • Method for computing posterior probabilities of structures (exact or approximate)
  • Method for approximating posterior out-of-sample predictions

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