Properties of the ENCE and other MAD-based calibration metrics

17 May 2023

Papers citing "Properties of the ENCE and other MAD-based calibration metrics"

5 / 5 papers shown

Title
Uncertainty quantification for predictions of atomistic neural networks Luis Itza Vazquez-Salazar Eric D. Boittier Markus Meuwly 23 15 0 14 Jul 2022
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 213 624 0 15 Jul 2021
Calibrated Uncertainty for Molecular Property Prediction using Ensembles of Message Passing Neural Networks Jonas Busk Peter Bjørn Jørgensen Arghya Bhowmik Mikkel N. Schmidt Ole Winther Tejs Vegge 63 51 0 13 Jul 2021
Evaluating and Calibrating Uncertainty Prediction in Regression Tasks Dan Levi Liran Gispan Niv Giladi Ethan Fetaya UQCV 89 145 0 28 May 2019
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,871 0 14 Jun 2017