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Clamping Variables and Approximate Inference Adrian WellerColumbia…
https://mlg.eng.cam.ac.uk/adrian/NeurIPS14-clamp.pdf19 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. -
Methods for Inference in Graphical Models
https://mlg.eng.cam.ac.uk/adrian/phd_FINAL.pdf19 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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