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Importance sampling - Wikipedia, the free encyclopedia
en.wikipedia.org/wiki/Importance_sampling
However, the simulation outputs are weighted to correct for the use of the biased distribution, and this ensures that the new importance sampling estimator is ...
link.aip.org/link/?JOEEDU/123/1261/1
A structured importance weighting approach relying on a ranked paired- comparison technique and an unranked paired-comparison technique has been used in ...
www.cs.nyu.edu/~mohri/pub/importance.pdf
This paper presents an analysis of importance weighting for learning from finite ... bounds for generalization with bounded importance weights and, more signifi- ...
acl.ldc.upenn.edu/H/H93/H93-1070.pdf
The importance of good weighting methods in information retrieval -- methods ... is presented that good weighting methods are more important than the feature ...
hunch.net/~jl/projects/interactive/iwal/importance_weig... hunch.net/~jl/projects/interactive/iwal/importance_weighted.pdf
We propose an importance weighting framework for actively labeling samples. ... The second uses importance weights to avoid bias due to to active learning [2, ...
cseweb.ucsd.edu/~dasgupta/papers/iwal-icml.pdf
Keywords: active learning, importance weighting ... algorithm uses importance weighting to cor- ... approach to active learning uses importance weights to ...
ciir-publications.cs.umass.edu/pub/web/getpdf.php?id=90... ciir-publications.cs.umass.edu/pub/web/getpdf.php?id=901
term weighting model, but they are very rigid and are based on a single data source. Furthermore, it is not clear if idf is an appropriate measure of importance for ...
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