Automated Scalable Bayesian Inference via Hilbert Coresets

The automation of posterior inference in Bayesian data analysis has enabled experts and nonexperts alike to use more sophisticated models, engage in faster exploratory modeling and analysis, and ensure experimental reproducibility. However, standard automated posterior inference algorithms are not t...

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Bibliographic Details
Main Authors: Campbell, Trevor David (Author), Broderick, Tamara A (Author)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: MIT Press, 2021-01-12T20:13:52Z.
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