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115
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SDM
2008
SIAM
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SDM 2008
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Deterministic Latent Variable Models and Their Pitfalls
15 years 5 months ago
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www.ics.uci.edu
We derive a number of well known deterministic latent variable models such as PCA, ICA, EPCA, NMF and PLSA as variational EM approximations with point posteriors. We show that the...
Max Welling, Chaitanya Chemudugunta, Nathan Sutter
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