449 citations · 2.1k across the 35 of their papers we have counts for
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stat.ML2019
Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)
Tilmann Gneiting, Eva-Maria Walz
Throughout science and technology, receiver operating characteristic (ROC) curves and associated area under the curve (AUC) measures constitute powerful tools for assessing the pre…
stat.ME2019★ 47 cited
Isotonic Distributional Regression
Alexander Henzi, Johanna F. Ziegel, Tilmann Gneiting
Isotonic distributional regression (IDR) is a powerful nonparametric technique for the estimation of conditional distributions under order restrictions. In a nutshell, IDR learns c…