Quantile Regression

The Upper Confidence Bound in Disguise featured image

The Upper Confidence Bound in Disguise

We show that UCB is a quantile of the predictive distribution in disguise, elicitable by the pinball loss even though no scalar loss can elicit the moment formula directly. The …

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Louis Tiao