Calibrated Multiple-Output Quantile Regression with Representation Learning

2 October 2021

Papers citing "Calibrated Multiple-Output Quantile Regression with Representation Learning"

10 / 10 papers shown

Title
Multivariate Conformal Selection Tian Bai Yue Zhao Xiang Yu Archer Y. Yang BDL 51 0 0 01 May 2025
Conformal Thresholded Intervals for Efficient Regression Rui Luo Zhixin Zhou 41 5 0 03 Jan 2025
Conformal Prediction for Hierarchical Data Guillaume Principato Yvenn Amara-Ouali Y. Goude Bachir Hamrouche Jean-Michel Poggi Gilles Stoltz AI4TS 66 1 0 20 Nov 2024
Semiparametric conformal prediction Ji Won Park Robert Tibshirani Kyunghyun Cho 33 4 0 04 Nov 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 44 2 0 09 Oct 2024
Learning minimal volume uncertainty ellipsoids Itai Alon David Arnon A. Wiesel 25 1 0 03 May 2024
Conformal Contextual Robust Optimization Yash P. Patel Sahana Rayan Ambuj Tewari 27 15 0 16 Oct 2023
Fast Nonlinear Vector Quantile Regression Aviv A. Rosenberg S. Vedula Yaniv Romano A. Bronstein 13 7 0 30 May 2022
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 86 125 0 03 Oct 2021
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 173 184 0 07 Jan 2021