Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration

10 June 2024

Papers citing "Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration"

5 / 5 papers shown

Title
Conformal Risk Control for Ordinal Classification Yunpeng Xu Wenge Guo Zhi Wei 12 6 0 01 May 2024
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis Subhankar Ghosh Taha Belkhouja Yan Yan J. Doppa UQCV 32 16 0 19 Mar 2023
Calibrated Multiple-Output Quantile Regression with Representation Learning Shai Feldman Stephen Bates Yaniv Romano 31 31 0 02 Oct 2021
Few-shot Conformal Prediction with Auxiliary Tasks Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 176 53 0 17 Feb 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