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Automatic data reweighting
( go to the article → https://www.johndcook.com/blog/2020/03/04/automatic-data-reweighting/ )
Suppose you are designing an autonomous system that will gather data and adapt its behavior to that data. At first you face the so-called cold-start problem. You don’t have any data when you first turn the system on, and yet the system needs to do something before it has accumulated data. So you prime the […]
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