Re: [UAI] sample size

From: Stefano Monti 268-3740 (smonti+@cs.cmu.edu)
Date: Tue Feb 08 2000 - 08:11:40 PST

  • Next message: Russ Greiner: "Re: [UAI] sample size"

    You might want to start with these two articles.

    @InProceedings{friyak96,
      author = "Nir Friedman and Zohar Yakhini",
      title = "On the Sample Complexity of Learning {B}ayesian Networks",
      booktitle = "Proceedings of the 12th Conference of Uncertainty in
    AI",
      year = 1996
    }

    @Article{dasgup97,
      author = "Sanjoy Dasgupta",
      title = "The Sample Complexity of Learning Fixed-Structure
                      {B}ayesian Networks",
      journal = "Machine Learning",
      year = 1997,
      volume = 29,
      number = 2
    }

    -- ste

    Jos Carlos wrote:
    >
    > Please,
    >
    > I would like to know if could anyone
    > indicate references about sample size in
    > learning BNs structure to me.
    >
    > Thanks!
    >
    > Jos Carlos
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    Stefano Monti | Voice: (412) 268-3740 Fax: (412) 268-5569
    CMU, Robotics Institute | Email: smonti+@cs.cmu.edu
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