Manfred comments on The Optimizer's Curse and How to Beat It - Less Wrong
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Comments (76)
That's pretty uncontroversial, but in practice it means that you end up penalizing high-noise boxes with high values (and boosting high-noise boxes with low values), which I think is a nontrivial result.