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Approximate posterior inference for Bayesian models: black-box expectation propagation |
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| Authors: | Li Ximing Li Changchun Chi Jinjin Ouyang Jihong |
| Affiliation: | 1.College of Computer Science and Technology, Jilin University, Changchun, China ;2.Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, China ; |
| Abstract: | Knowledge and Information Systems - Expectation propagation (EP) is a widely successful way to approximate the posteriors of complex Bayesian models. However, it suffers from expensive memory and... |
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