Thesis

Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction featured image

Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction

Modern black-box predictive models are often accompanied by weak performance guarantees that only hold asymptotically in the size of the dataset or require strong parametric …

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Roel Hulsman