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Being with Water Otherwise: Sacred knowledge and sustainable…
https://www.interfaith.cam.ac.uk/files/report_being-with-water-otherwise_web.pdf14 May 2024: questions about: a) the relational nature of water, emphasising its dynamic and reciprocal. ... Being with Water OTHERWISE. Full report from Dr Safet HadžiMuhamedović (academic convenor). -
Understanding the Bethe Approximation: When and How can it go Wrong?
https://mlg.eng.cam.ac.uk/adrian/pabc.pdf16 May 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. -
Clamping Variables and Approximate Inference
https://mlg.eng.cam.ac.uk/adrian/pclamp.pdf16 May 2024: Clamping Variables and Approximate InferenceAdrian Weller and Tony Jebara. Contact Adrian at aw665@cam.ac.uk Download the full paper at http://www.cs.columbia.edu/adrianTM. ... functions:. Z = Z|X1=0 Z|X1=1After clamping a variable, remove it from the -
Conditions Beyond Treewidth for Tightness of Higher-Order LP…
https://mlg.eng.cam.ac.uk/adrian/ptight2.pdf16 May 2024: Contact Mark mr504@cam.ac.uk Download the full paper at http://mr504.user.srcf.net AISTATS 2017, Fort Lauderdale. ... Jordan. Treewidth-based conditions for exactness of the Sherali-Adamsand Lasserre relaxations. Univ. -
Characterizing Tightness of LP Relaxations by Forbidding Signed Minors
https://mlg.eng.cam.ac.uk/adrian/pminor.pdf16 May 2024: Contact Adrian aw665@cam.ac.uk Download the full paper at http://mlg.eng.cam.ac.uk/adrian UAI 2016, Jersey City. ... The unsigned graph Kn is the complete graph on n vertices,i.e. -
Bethe and Related Pairwise Entropy Approximations
https://mlg.eng.cam.ac.uk/adrian/prelated.pdf16 May 2024: Bethe and Related Pairwise Entropy ApproximationsAdrian Weller, University of Cambridge. Contact Adrian at aw665@cam.ac.uk Download the full paper at http://mlg.eng.cam.ac.uk/adrian UAI 2015, ... Variational exact inference: log Z = minµM Eµ(E ) -
Uprooting and Rerooting Graphical Models
https://mlg.eng.cam.ac.uk/adrian/puproot.pdf16 May 2024: Uprooting and Rerooting Graphical ModelsAdrian Weller, University of Cambridge. Contact Adrian aw665@cam.ac.uk Download the full paper at http://mlg.eng.cam.ac.uk/adrian ICML 2016, New York. ... Each Mi has the same partition function? MAP config of Mi -
Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs
https://mlg.eng.cam.ac.uk/adrian/previsit.pdf16 May 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. -
Clamping Improves TRW and Mean Field Approximations
https://mlg.eng.cam.ac.uk/adrian/pclamp-aistats.pdf16 May 2024: Contact Adrian aw665@cam.ac.uk Download the full paper at http://mlg.eng.cam.ac.uk/adrian AISTATS 2016, Cadiz. ... naive mean field method, in each case guaranteeing animprovement in the approximation and bound. •
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