A comparison of some conformal quantile regression methods

A comparison of some conformal quantile regression methods

12 September 2019

Emmanuel J. Candès

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Papers citing "A comparison of some conformal quantile regression methods"

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Title
Epistemic Uncertainty in Conformal Scores: A Unified Approach Luben M. C. Cabezas Vagner S. Santos Thiago Rodrigo Ramos Rafael Izbicki 512 1 0 10 Feb 2025
Efficient distributional regression trees learning algorithms for calibrated non-parametric probabilistic forecasts Duchemin Quentin Obozinski Guillaume 458 0 0 07 Feb 2025
Conformal Thresholded Intervals for Efficient Regression Rui Luo Zhixin Zhou 438 7 0 03 Jan 2025
Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo Zhixin Zhou 449 6 0 03 Jan 2025
Toward Conditional Distribution Calibration in Survival Prediction Shi-ang Qi Yakun Yu Russell Greiner 453 0 0 27 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 978 5 0 09 Oct 2024
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems Qiushuo Hou Sangwoo Park Matteo Zecchin Yunlong Cai Guanding Yu Osvaldo Simeone 436 1 0 30 Sep 2024
Adaptive Uncertainty Quantification for Generative AI Jungeum Kim Sean O'Hagan Veronika Rockova MedIm 447 3 0 16 Aug 2024
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise T. Pouplin Alan Jeffares Nabeel Seedat Mihaela van der Schaar 434 3 0 05 Jun 2024
Conformalized Quantile Regression Yaniv Romano Evan Patterson Emmanuel J. Candès 486 614 0 08 May 2019
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 404 842 0 14 Apr 2016
Regression Conformal Prediction with Nearest Neighbours Harris Papadopoulos V. Vovk A. Gammerman 323 185 0 16 Jan 2014
Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife Stefan Wager Trevor Hastie B. Efron UQCV 174 402 0 18 Nov 2013
On-line predictive linear regression V. Vovk I. Nouretdinov A. Gammerman 363 101 0 17 Jun 2009