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10

NIPS
2008

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Improving on Expectation Propagation

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Improving on Expectation Propagation

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A series of corrections is developed for the fixed points of 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.

Manfred Opper, Ulrich Paquet, Ole Winther

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Approximate Probabilistic Inference | Expectation Propagation | Inference Approximation | Information Technology | NIPS 2008 |

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Added	30 Oct 2010
Updated	30 Oct 2010
Type	Conference
Year	2008
Where	NIPS
Authors	Manfred Opper, Ulrich Paquet, Ole Winther

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