Expectation Propagation for approximate Bayesian inference

Thomas P. Minka

doi:https://doi.org/10.48550/arxiv.1301.2294

Expectation Propagation for approximate Bayesian inference

2013 · arXiv (Cornell University) · 1,460 citations · 5 from inside this corpus

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

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Citation edge evidence

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Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Lapl…→Expectation Propagation for approximate Bayesian inferenceLegacy edge — source detail unavailable
Variational Inference: A Review for Statisticians→Expectation Propagation for approximate Bayesian inferenceLegacy edge — source detail unavailable
Graphical Models, Exponential Families, and Variational Inference→Expectation Propagation for approximate Bayesian inferenceLegacy edge — source detail unavailable
Variational Inference: A Review for Statisticians→Expectation Propagation for approximate Bayesian inferenceLegacy edge — source detail unavailable
Probabilistic machine learning and artificial intelligence→Expectation Propagation for approximate Bayesian inferenceLegacy edge — source detail unavailable
Expectation Propagation for approximate Bayesian inference→UCI Repository of machine learning databasesLegacy edge — source detail unavailable
Expectation Propagation for approximate Bayesian inference→Loopy Belief Propagation for Approximate Inference: An Empirical StudyLegacy edge — source detail unavailable
Variational Inference: A Review for Statisticians→Graphical Models, Exponential Families, and Variational InferenceLegacy edge — source detail unavailable

What this paper cites, inside the corpus

Paper	Year	Cited
UCI Repository of machine learning databases	1998	10,546
Loopy Belief Propagation for Approximate Inference: An Empirical Study	2013	1,469

What cites it, inside the corpus

Paper	Year	Cited
Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Lapl…	2009	5,476
Variational Inference: A Review for Statisticians	2017	3,843
Graphical Models, Exponential Families, and Variational Inference	2007	3,171
Variational Inference: A Review for Statisticians	2023	2,169
Probabilistic machine learning and artificial intelligence	2015	2,031

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Topics

Bayesian Modeling and Causal Inference	Computer Science
Gaussian Processes and Bayesian Inference	Computer Science
Bayesian Methods and Mixture Models	Computer Science

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complete

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supports1 author record(s) attached.
supports15 reference(s) recorded.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

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