Clamping improves your judgment

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Clamping Improves TRW and Mean Field Approximations

We examine the effect of clamping variables for approximate inference in undirected graphical models with pairwise relationships and discrete variables. For any number of variable labels, we demonstrate that clamping and summing approximate sub-partition functions can lead only to a decrease in the partition function estimate for TRW, and an increase for the naive mean field method, in each cas...

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Accurate forecasts are crucial to successful planning in many organizations and in 2001 forty international experts published a set of principles to guide best practice in forecasting. Some of the principles relate to the use management judgment. Almost all organisations use judgment at some stage in their forecasting process, but do they do so effectively? While judgment can lead to significan...

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ژورنال

عنوان ژورنال: The Journal of Thoracic and Cardiovascular Surgery

سال: 2017

ISSN: 0022-5223

DOI: 10.1016/j.jtcvs.2017.07.041