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  2. Clamping Variables and Approximate Inference Adrian WellerColumbia…

    https://mlg.eng.cam.ac.uk/adrian/NeurIPS14-clamp.pdf
    19 Jun 2024: Xi1,Xi1,. ,Xn obtainedby setting Xi equal to one of its possible values. ... In UAI, 2009. P. Milgrom. The envelope theorems. Department of Economics, Standford University, Mimeo, 1999.
  3. Methods for Inference in Graphical Models

    https://mlg.eng.cam.ac.uk/adrian/phd_FINAL.pdf
    19 Jun 2024: Next we consider methods of approximate inference, with particular emphasis on the Bethe. ... cave functions. They have attracted attention in combinatorics (Lovász, 1983), economics (Topkis,.

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