The paper reviews methods that cast hyperparameter selection as multiple hypothesis testing to deliver formal risk guarantees.
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Ensuring Reliability via Hyperparameter Selection: Review and Advances
The paper reviews methods that cast hyperparameter selection as multiple hypothesis testing to deliver formal risk guarantees.