This is a collection of identities useful for variational inference with exponential family distributions/densities. All derivations were done by the authors, unless indicated otherwise. This does not imply that the results collected here have not appeared in the literature before. DISCLAIMER: this collection is a work in progress. It is certainly incomplete and probably buggy. Bug-reports and contributions are most welcome.
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AuthorsEndres, Dominik, Prof. Dr.
ContributorsResearcher: Pabst, Kathrin
Researcher: Eckert, Anna-Lena
Researcher: Schween, Raphael, Dr.
LicenseCreative Commons Attribution-NonCommercial-ShareAlike 4.0
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NameFormatSizeChecksum (MD5)
variationalInferenceIdentities.pdf .pdf495.6Kbb041d2066403595f12ac2e695f345bf1
variationalInferenceIdentities.tex .tex202.1Kb728f6ce072600a95b21c7a1a36ae891a
license_CC-BY-NC-SA-4.0.txt .txt20.35Kb9acae1bf4bd0b5791f96aa782a080cd8
Creative Commons Attribution-NonCommercial-ShareAlike 4.0
Except where otherwise noted, this item's license is described as Creative Commons Attribution-NonCommercial-ShareAlike 4.0