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Improving on Expectation Propagation
Manfred Opper · Ulrich Paquet · Ole Winther

Tue Dec 09 03:27 PM -- 03:28 PM (PST) @ None

We develop as series of corrections to Expectation Propagation (EP), which is one of the most popular methods for approximate probabilistic inference. These corrections can lead to improvements of the inference approximation or serve as a sanity check, indicating when EP yields unrealiable results.

Author Information

Manfred Opper (Technische Universitaet Berlin)
Ulrich Paquet (DeepMind)
Ole Winther (Technical University of Denmark)

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