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Tightness of LP Relaxations for Almost Balanced Models
https://mlg.eng.cam.ac.uk/adrian/palmost.pdf19 Jun 2024: Contact Adrian aw665@cam.ac.uk Download the full paper at http://mlg.eng.cam.ac.uk/adrian AISTATS 2016, Cadiz. -
https://mlg.eng.cam.ac.uk/blog/feed.xml
https://mlg.eng.cam.ac.uk/blog/feed.xml12 Apr 2024: Jekyll 2024-04-12T16:32:5900:00 https://mlg.eng.cam.ac.uk/blog/feed.xml MLG Blog Blog of the Machine Learning Group at the University of Cambridge An introduction to Flow Matching 2024-01-20T00:00:0000:00 2024-01-20T00:00:0000:00 -
Conditions Beyond Treewidth for Tightness of Higher-Order LP…
https://mlg.eng.cam.ac.uk/adrian/ptight2.pdf19 Jun 2024: Contact Mark mr504@cam.ac.uk Download the full paper at http://mr504.user.srcf.net AISTATS 2017, Fort Lauderdale. -
Approximating the Bethe Partition Function
https://mlg.eng.cam.ac.uk/adrian/pnb.pdf19 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. -
Clamping Variables and Approximate Inference
https://mlg.eng.cam.ac.uk/adrian/pclamp.pdf19 Jun 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. -
Understanding the Bethe Approximation: When and How can it go Wrong?
https://mlg.eng.cam.ac.uk/adrian/pabc.pdf19 Jun 2024: Contact: adrian@cs.columbia.edu July 2014 Download the full paper at: http://www.cs.columbia.edu/jebara/papers/abc.pdf. Introduction. -
Characterizing Tightness of LP Relaxations by Forbidding Signed Minors
https://mlg.eng.cam.ac.uk/adrian/pminor.pdf19 Jun 2024: Contact Adrian aw665@cam.ac.uk Download the full paper at http://mlg.eng.cam.ac.uk/adrian UAI 2016, Jersey City. -
Bethe and Related Pairwise Entropy Approximations
https://mlg.eng.cam.ac.uk/adrian/prelated.pdf19 Jun 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, -
Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs
https://mlg.eng.cam.ac.uk/adrian/previsit.pdf19 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. -
Uprooting and Rerooting Graphical Models
https://mlg.eng.cam.ac.uk/adrian/puproot.pdf19 Jun 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. -
Clamping Improves TRW and Mean Field Approximations
https://mlg.eng.cam.ac.uk/adrian/pclamp-aistats.pdf19 Jun 2024: Contact Adrian aw665@cam.ac.uk Download the full paper at http://mlg.eng.cam.ac.uk/adrian AISTATS 2016, Cadiz.
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