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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: In UAI, 2009. P. Milgrom. The envelope theorems. Department of Economics, Standford University, Mimeo, 1999. ... In Princeton University, 2002. J. Pearl. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference.
  3. Methods for Inference in Graphical Models

    https://mlg.eng.cam.ac.uk/adrian/phd_FINAL.pdf
    19 Jun 2024: COLUMBIA UNIVERSITY. 2014. c2014. Adrian Weller. All Rights Reserved. ABSTRACT. Methods for Inference in Graphical Models. ... cave functions. They have attracted attention in combinatorics (Lovász, 1983), economics (Topkis,.

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