Search Results for author: Paweł Czyż

Found 3 papers, 3 papers with code

Bayesian Quantification with Black-Box Estimators

1 code implementation17 Feb 2023 Albert Ziegler, Paweł Czyż

Understanding how different classes are distributed in an unlabeled data set is an important challenge for the calibration of probabilistic classifiers and uncertainty quantification.

Unsupervised Recalibration

1 code implementation24 Aug 2019 Albert Ziegler, Paweł Czyż

Unsupervised recalibration (URC) is a general way to improve the accuracy of an already trained probabilistic classification or regression model upon encountering new data while deployed in the field.

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