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Yaroslav Bulatov

There's ongoing research into what you proposed under rubric "Knowledge Intensive Learning." For instance

The language of graphical models is one way to formally extract knowledge from experts at this point. (for instance you ask yes/no question about independencies/monotonicities/synergies for every pair of random variables)

Are there other automated mechanisms to get knowledge from experts?

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I know for a fact that there are companies that actually boast about giving people the biggest payouts.

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