Learning Prediction Intervals for Regression: Generalization and
Calibration

Learning Prediction Intervals for Regression: Generalization and Calibration

26 February 2021

Haoxian Chen

Papers citing "Learning Prediction Intervals for Regression: Generalization and Calibration"

6 / 6 papers shown

Title
Conformal Prediction for Deep Classifier via Label Ranking Jianguo Huang Huajun Xi Linjun Zhang Huaxiu Yao Yue Qiu Hongxin Wei 41 21 0 10 Oct 2023
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder Yaniv Romano Matteo Sesia Yanfei Zhou UQCV 26 49 0 12 May 2022
Quantifying Epistemic Uncertainty in Deep Learning Ziyi Huang H. Lam Haofeng Zhang UQCV BDL UD PER 24 12 0 23 Oct 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,156 0 06 Jun 2015
Cross-conformal predictors V. Vovk 131 198 0 03 Aug 2012