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Black Box Variational Inference.
JMLR Workshop and Conference Proceedings, (2014): 814-822
Variational inference has become a widely used method to approximate posteriors in complex latent variables models. However, deriving a variational inference algorithm generally requires significant model-specific analysis. These efforts can hinder and deter us from quickly developing and exploring a variety of models for a problem at han...More
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