Improving Conditional Coverage via Orthogonal Quantile Regression

1 June 2021

Papers citing "Improving Conditional Coverage via Orthogonal Quantile Regression"

13 / 13 papers shown

Title
One Model to Forecast Them All and in Entity Distributions Bind Them Kutay Bölat Simon Tindemans AI4TS 58 0 0 28 Jan 2025
Wasserstein-regularized Conformal Prediction under General Distribution Shift Rui Xu Chao Chen Yue Sun Parvathinathan Venkitasubramaniam Sihong Xie 35 1 0 23 Jan 2025
Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo Zhixin Zhou 75 4 0 03 Jan 2025
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise T. Pouplin Alan Jeffares Nabeel Seedat Mihaela van der Schaar 58 3 0 05 Jun 2024
Conformal Prediction with Learned Features Shayan Kiyani George Pappas Hamed Hassani 28 8 0 26 Apr 2024
Conformalized Multimodal Uncertainty Regression and Reasoning Mimmo Parente Nastaran Darabi Alex C. Stutts Theja Tulabandhula A. R. Trivedi UQCV 34 7 0 20 Sep 2023
Adaptive Conformal Regression with Jackknife+ Rescaled Scores N. Deutschmann Mattia Rigotti María Rodríguez Martínez 26 10 0 31 May 2023
Design-based conformal prediction J. Wieczorek 16 2 0 02 Mar 2023
Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning Wenxuan Ma Xing Yan Kun Zhang UQCV 33 0 0 24 Dec 2022
Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging Anastasios Nikolas Angelopoulos Amit Kohli Stephen Bates Michael I. Jordan Jitendra Malik T. Alshaabi S. Upadhyayula Yaniv Romano UQCV OOD 19 94 0 10 Feb 2022
Calibrated Multiple-Output Quantile Regression with Representation Learning Shai Feldman Stephen Bates Yaniv Romano 53 33 0 02 Oct 2021
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 195 187 0 07 Jan 2021
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 185 2,578 0 28 Mar 2008