Re: [UAI] Required sample size for parameter and structure learning

From: Stefano Monti 268-7019 (smonti+@cs.cmu.edu)
Date: Tue Sep 26 2000 - 14:02:19 PDT

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    @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,
      annote = "Bayesian networks; PAC learning; sample complexity"
    }

    @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
    }

    "Dr. Lian Wen Zhang" wrote:
    >
    > Can someone point me to papers on required sample size for
    > parameter and structure learning in Bayesian networks?
    >
    > Many thanks,
    > Nevin L. Zhang

    ___________________________________________________________________
    Stefano Monti | Voice: (412) 268-7019 Fax: (412) 268-5569
    CMU, Robotics Institute | Email: smonti+@cs.cmu.edu
    Pittsburgh, PA 15213 | http://www.cs.cmu.edu/~smonti



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