Bayesian interpolation
Citations
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Cites background from "Bayesian interpolation"
...1 Consistent Gaussian priors * One can show (MacKay 1992) that using the same regularization parameter for both the first and second layer weights results in the lack of a certain desirable invariance property....
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...171) The quantity γj is a measure of how well-determined wj is by the data (MacKay 1992)....
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Cites methods from "Bayesian interpolation"
...While we can generally apply it to a single given data set, it was only practical to apply it to a single benchmark experiment in the following subsection....
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References
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Additional excerpts
...Any implementation of MDL necessitates approximations in evaluating the length of the ideal shortest message....
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...`Minimum description length' (MDL) methods are closely related to this Bayesian framework....
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...I can see no advantage in MDL, and recommend that the evidence should be approximated directly....
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...Akaike's criteria are an approximation to MDL [16, 24, 25]....
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"Bayesian interpolation" refers background in this paper
...The posterior distribution (solid line) has a single peak at w MP with characteristic width w....
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