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Estimation theory / Probability theory / Probability and statistics / Decision theory / Loss function / Entropy / Belief propagation / Statistics / Econometrics / Statistical theory


Implicit Differentiation by Perturbation Justin Domke Rochester Institute of Technology [removed]
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Document Date: 2011-11-07 14:36:56

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Facility

Perturbation Justin Domke Rochester Institute / /

IndustryTerm

generalized belief propagation algorithms / binary networks / conjugate gradient algorithm / bethe free energy / free energy approximations / message-passing algorithms / Sparse systems / message passing algorithms / inference algorithms / approximate marginal inference algorithms / approximate inference algorithm / base inference algorithm / /

Organization

Rochester Institute of Technology / /

Person

Sanjiv Kumar / Serafim Batzoglou / Martial Hebert / Amir Globerson / Daphne Koller / Chuong Do / Samuel Gross / John Duchi / Tommi Jaakkola / Varun Ganapathi / Patrick Pletscher / Cheng Soon Ong / Max Welling / Mark Schmidt / Bert Kappen / Yee Whye Teh / Sam Roweis / Kevin Murphy / Percy Liang / Kees Albers / Tom Heskes / David Vickrey / Amnon Shashua / Ariel Jaimovich / Ofer Meshi / Joachim Buhmann / V. N. Vishwanathan / Jonas August / Martin Wainwright / Alan Yuille / Jonathan Yedidia / Michael Jordan / Olga Russakovsky / Talya Meltzer / Yair Weiss / Nir Friedman / Justin Domke / William Freeman / Tamir Hazan / Sham Kakade / Alan Willsky / Nicol Schraudolph / /

ProgrammingLanguage

Python / T / C++ / /

PublishedMedium

IEEE Transactions on Information Theory / Journal of Machine Learning Research / /

Technology

Accelerated conjugate gradient algorithm / Convergent message passing algorithms / approximate inference algorithm / inference algorithms / 4 Algorithm / base inference algorithm / Convergent message-passing algorithms / CCCP algorithms / Machine Learning / convergent TRWS algorithm / similar message-passing algorithms / generalized belief propagation algorithms / approximate marginal inference algorithms / /

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