Good point about funnels, not sure how to start tackling that. I wonder if you could train a classifier to look at a set of draws for a given pair of parameters and identify funnel candidates? @aseyboldt did some work on identifying degenerate parameters using gradient information as features in a classifier here. Not sure if it was ever fleshed out any further.
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