Graphical Model Learning Algorithm

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A Graphical Model Learning Algorithm is a statistical learning algorithm that can solve a Graphical Model Learning Task (that requires a probabilistic graphical model).



References

2006

2001

  • (Jensen, 2001) ⇒ F. V. Jensen. (2001). “Bayesian Networks and Decision Graphs." Springer.
    • Introductory book.

1998

1997

1996

  • (Lauritzen, 1996) ⇒ S. Lauritzen. (1996). “Graphical Models.” Oxford.
    • mathematical exposition of the theory of graphical models.

1988

  • (Pearl, 1998) ⇒ Judea Pearl. (1988). “Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann.
    • The seminal book on the graphical models