"Computing distributional overlap out in the tails of high dimensional distributions… Seems like it couldn’t possibly be sampled well enough to be informative."
But isn't that where the money is? It is this kind of sampling game with limited resources over ridiculously large spaces that some of the worlds largest investments get funneled into. The idea often is to get better sketches of distributions, spending as little time resampling the deepest wells.
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