An Adaptive Learning Rate for Stochastic Variational Inference Rajesh Ranganath Princeton University, 35 Olden St., Princeton, NJ[removed]RAJESHR @ CS . PRINCETON . EDU - Bayesian optimization - Document - PDFSEARCH.IO - Document Search Engine

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	An Adaptive Learning Rate for Stochastic Variational Inference Rajesh Ranganath Princeton University, 35 Olden St., Princeton, NJ[removed]RAJESHR @ CS . PRINCETON . EDU Add to Reading List Document Date: 2013-03-19 08:30:44 Open Document File Size: 1,01 MB Share Result on Facebook City Pittsburgh / Atlanta / Asuncion / New York / / Company SIAM Journal / the New York Times / Neural Information Processing Systems / Cambridge University Press / Weston / Wikipedia 10 0 New York Times / / Country Jordan / United States / United Kingdom / / Currency pence / / Facility EDU Eric P. Xing Carnegie Mellon University / David M. Blei Princeton University / EDU Chong Wang Carnegie Mellon University / Stochastic Variational Inference Rajesh Ranganath Princeton University / / IndustryTerm Online inference / e-prints / grid search / machine learning algorithms / large social networks / adaptive learning-rate algorithm / adaptive algorithm / stochastic variational inference algorithm / stochastic optimization algorithm / stochastic algorithm / language processing / / Organization Cambridge University / National Institute of Health / National Science Foundation / Alfred P. Sloan / Cambridge Univ. / Princeton University / Carnegie Mellon University / / Person Rajesh Ranganath / Eric P. Xing / Chong Wang / Tom Schaul / David M. Blei / / Position author / Bishop / Walker / / ProgrammingLanguage C / / ProvinceOrState New Jersey / Pennsylvania / Georgia / / PublishedMedium the New York Times / Machine Learning / Journal of Machine Learning Research / New York Times / / Technology machine learning algorithms / Natural language processing / stochastic algorithm / Stochastic Variational Inference batch update.2 Algorithm / Machine Learning / stochastic variational inference algorithm / stochastic optimization algorithm / adaptive algorithm / adaptive learning-rate algorithm / / SocialTag Stochastic optimization Probability theory Stochastic approximation Mathematical optimization Bayesian inference Latent Dirichlet allocation Expectation–maximization algorithm Variational Bayesian methods Statistics Bayesian statistics