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Loss function that penalizes under-predictions more than over-predictions? [duplicate]

I have a regression problem where I am predicting a continuous variable. Loss functions used most often in these cases (RMSE, MAE, etc.) don't treat over- or under- predictions differently. I am in a ...
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