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Econometrics / Estimation theory / Variational Bayesian methods / Bayesian linear regression / Multivariate normal distribution / Linear regression / Mathematical optimization / Expectation–maximization algorithm / Variational message passing / Statistics / Bayesian statistics / Regression analysis


Fully Automatic Variational Inference of Differentiable Probability Models Rajesh Ranganath Department of Computer Science Princeton University
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Document Date: 2014-12-21 20:40:21

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David M. Blei Data Science Institute / CBS news / Cambridge University Press / Neural Networks / MIT Press / Andrew Gelman Data Science Institute / /

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Jordan / /

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AD library / /

IndustryTerm

variational inference algorithm / stochastic gradient ascent algorithm / automatic variational algorithm / variational inference algorithms / /

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Differentiable Probability Models Rajesh Ranganath Department / Cambridge University / Princeton University / Columbia University / MIT / /

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Rezende / Mohamed / /

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presidential election / /

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statistician / D. J. / /

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C++ / /

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Machine Learning / /

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variational inference algorithm / Machine Learning / variational inference algorithms / automatic variational algorithm / Hamiltonian Monte Carlo algorithm / stochastic gradient ascent algorithm / VBSTAN algorithms / /

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