CD-split and HPD-split: efficient conformal regions in high dimensions

24 July 2020

Papers citing "CD-split and HPD-split: efficient conformal regions in high dimensions"

11 / 11 papers shown

Title
Volume Optimality in Conformal Prediction with Structured Prediction Sets Chao Gao Liren Shan Vaidehi Srinivas Aravindan Vijayaraghavan 51 1 0 23 Feb 2025
Multivariate Conformal Prediction using Optimal Transport Michal Klein Louis Béthune Eugène Ndiaye Marco Cuturi OT 66 3 0 05 Feb 2025
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates Baozhen Wang Xingye Qiao 61 1 0 28 Jan 2025
Conformal Thresholded Intervals for Efficient Regression Rui Luo Zhixin Zhou 74 5 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 with Learned Features Shayan Kiyani George Pappas Hamed Hassani 25 8 0 26 Apr 2024
Conformal Prediction via Regression-as-Classification E. Guha Shlok Natarajan Thomas Möllenhoff Mohammad Emtiyaz Khan Eugène Ndiaye 26 11 0 12 Apr 2024
Conformal Contextual Robust Optimization Yash P. Patel Sahana Rayan Ambuj Tewari 42 17 0 16 Oct 2023
Detecting Errors in a Numerical Response via any Regression Model Hang Zhou Jonas W. Mueller Mayank Kumar Jane-ling Wang Jing-Sheng Lei 36 0 0 26 May 2023
Calibrated Multiple-Output Quantile Regression with Representation Learning Shai Feldman Stephen Bates Yaniv Romano 50 33 0 02 Oct 2021
Conformal Prediction using Conditional Histograms Matteo Sesia Yaniv Romano 61 66 0 18 May 2021