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  2. Approximating the Bethe Partition Function

    https://mlg.eng.cam.ac.uk/adrian/pnb.pdf
    19 Jun 2024: Approximating the Bethe Partition FunctionAdrian Weller and Tony Jebara. Contact: adrian@cs.columbia.edu July 2014 Download the full paper at: http://www.cs.columbia.edu/jebara/papers/nb-UAI.pdf. ... On the left, = 1 (medium resolution); on the right, = 0
  3. 19 Jun 2024: Contact: adrian@cs.columbia.edu July 2014 Download the full paper at: http://www.cs.columbia.edu/jebara/papers/abc.pdf. Introduction. ... Also consider the cycle polytope, lies between marginal and local. marginal polytopeglobal consistency.
  4. https://mlg.eng.cam.ac.uk/blog/feed.xml

    https://mlg.eng.cam.ac.uk/blog/feed.xml
    12 Apr 2024: future-of-music-creation/"audio/a and a href="https://arxiv.org/pdf/2305.14671.pdf"language/a, as well as model complex a ... We can also rewrite this in log-space[log_pdf] -- pComputing the emtotal/em derivative (as $x_t$ also depends on $t$) in
  5. Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs

    https://mlg.eng.cam.ac.uk/adrian/previsit.pdf
    19 Jun 2024: Contact Adrian at aw665@cam.ac.uk Download the full paper at http://www.jmlr.org/proceedings/papers/v38/weller15.pdf AISTATS 2015, San Diego, May 2015. ... Our approach is the only method known to solve all such models efficiently.

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