A comparison of some conformal quantile regression methods

12 September 2019

Emmanuel J. Candès

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

23 / 23 papers shown

Title
Multivariate Conformal Selection Tian Bai Yue Zhao Xiang Yu Archer Y. Yang BDL 145 0 0 01 May 2025
Conformal Prediction with Upper and Lower Bound Models Miao Li Michael Klamkin Mathieu Tanneau Reza Zandehshahvar Pascal Van Hentenryck 48 0 0 06 Mar 2025
Efficient distributional regression trees learning algorithms for calibrated non-parametric probabilistic forecasts Duchemin Quentin Obozinski Guillaume 72 0 0 07 Feb 2025
Conformal Thresholded Intervals for Efficient Regression Rui Luo Zhixin Zhou 66 5 0 03 Jan 2025
Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo Zhixin Zhou 67 4 0 03 Jan 2025
Toward Conditional Distribution Calibration in Survival Prediction Shi-ang Qi Yakun Yu Russell Greiner 26 0 0 27 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 77 3 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 27 1 0 30 Sep 2024
Adaptive Uncertainty Quantification for Generative AI Jungeum Kim Sean O'Hagan Veronika Rockova MedIm 38 2 0 16 Aug 2024
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise T. Pouplin Alan Jeffares Nabeel Seedat Mihaela van der Schaar 50 3 0 05 Jun 2024
Conformal Predictive Programming for Chance Constrained Optimization Yiqi Zhao Xinyi Yu Matteo Sesia Lars Lindemann Lars Lindemann 40 3 0 12 Feb 2024
Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction Geethen Singh Glenn Moncrieff Zander Venter Kerry Cawse-Nicholson Jasper Slingsby Tamara B. Robinson 26 13 0 12 Jan 2024
Conformal Contextual Robust Optimization Yash P. Patel Sahana Rayan Ambuj Tewari 34 15 0 16 Oct 2023
Post-selection Inference for Conformal Prediction: Trading off Coverage for Precision Siddhaarth Sarkar Arun K. Kuchibhotla 24 4 0 12 Apr 2023
Conformal inference is (almost) free for neural networks trained with early stopping Zi-Chen Liang Yan Zhou Matteo Sesia BDL 16 10 0 27 Jan 2023
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Edgar Dobriban 13 8 0 09 Nov 2022
A review of predictive uncertainty estimation with machine learning Hristos Tyralis Georgia Papacharalampous UD UQCV 51 43 0 17 Sep 2022
Conformal Methods for Quantifying Uncertainty in Spatiotemporal Data: A Survey S. Sun AI4CE 30 10 0 08 Sep 2022
Improved conformalized quantile regression Martim Sousa Ana Maria Tomé José Manuel Moreira 26 6 0 06 Jul 2022
Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection H. Akrami Anand A. Joshi Sergul Aydore Richard M. Leahy UQCV 25 4 0 20 Sep 2021
Distribution-Free Conditional Median Inference Dhruv Medarametla Emmanuel J. Candès 24 15 0 16 Feb 2021
Conformal Inference of Counterfactuals and Individual Treatment Effects Lihua Lei Emmanuel J. Candès CML 8 188 0 11 Jun 2020
Exchangeability, Conformal Prediction, and Rank Tests Arun K. Kuchibhotla 23 47 0 13 May 2020