Modular Conformal Calibration

Modular Conformal Calibration

23 June 2022

Papers citing "Modular Conformal Calibration"

13 / 13 papers shown

Title
Rectifying Conformity Scores for Better Conditional Coverage Vincent Plassier Alexander Fishkov V. Dheur Mohsen Guizani Souhaib Ben Taieb Maxim Panov Eric Moulines 56 0 0 22 Feb 2025
On Subjective Uncertainty Quantification and Calibration in Natural Language Generation Ziyu Wang Chris Holmes UQLM 45 4 0 07 Jun 2024
Meta-learning to Calibrate Gaussian Processes with Deep Kernels for Regression Uncertainty Estimation Tomoharu Iwata Atsutoshi Kumagai BDL UQCV 17 1 0 13 Dec 2023
Calibration by Distribution Matching: Trainable Kernel Calibration Metrics Charles Marx Sofian Zalouk Stefano Ermon 27 6 0 31 Oct 2023
Guaranteed Coverage Prediction Intervals with Gaussian Process Regression Harris Papadopoulos 24 11 0 24 Oct 2023
Confidence Calibration for Systems with Cascaded Predictive Modules Yunye Gong Yi Yao Xiao Lin Ajay Divakaran Melinda Gervasio 27 1 0 21 Sep 2023
How Safe Am I Given What I See? Calibrated Prediction of Safety Chances for Image-Controlled Autonomy Zhenjiang Mao Carson Sobolewski I. Ruchkin 21 8 0 23 Aug 2023
Is this model reliable for everyone? Testing for strong calibration Jean Feng Alexej Gossmann Romain Pirracchio N. Petrick Gene Pennello B. Sahiner 20 3 0 28 Jul 2023
Parity Calibration Youngseog Chung Aaron M. Rumack Chirag Gupta 16 1 0 29 May 2023
Sharp Calibrated Gaussian Processes A. Capone Geoff Pleiss Sandra Hirche UQCV 29 4 0 23 Feb 2023
Bayesian Optimization with Conformal Prediction Sets Samuel Stanton Wesley J. Maddox A. Wilson 33 24 0 22 Oct 2022
Uncertainty Toolbox: an Open-Source Library for Assessing, Visualizing, and Improving Uncertainty Quantification Youngseog Chung I. Char Han Guo J. Schneider W. Neiswanger 30 70 0 21 Sep 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016