With Malice Towards None: Assessing Uncertainty via Equalized Coverage

With Malice Towards None: Assessing Uncertainty via Equalized Coverage

15 August 2019

Rina Foygel Barber

Emmanuel J. Candès

Papers citing "With Malice Towards None: Assessing Uncertainty via Equalized Coverage"

17 / 17 papers shown

Title
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation Sayak Nag Udita Ghosh Sarosij Bose Calvin-Khang Ta Jiachen Li A. Roy-Chowdhury 66 0 0 18 Mar 2025
Conformal Prediction Sets Can Cause Disparate Impact Jesse C. Cresswell Bhargava Kumar Yi Sui Mouloud Belbahri FaML 87 1 0 17 Feb 2025
Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo Zhixin Zhou 75 4 0 03 Jan 2025
Powerful batch conformal prediction for classification Ulysse Gazin Ruth Heller Étienne Roquain Aldo Solari 41 0 0 04 Nov 2024
Adaptive conformal classification with noisy labels Matteo Sesia Y. X. R. Wang Xin Tong 24 13 0 10 Sep 2023
Beyond Confidence: Reliable Models Should Also Consider Atypicality Mert Yuksekgonul Linjun Zhang James Zou Carlos Guestrin 32 20 0 29 May 2023
Group conditional validity via multi-group learning Samuel Deng Navid Ardeshir Daniel J. Hsu 35 1 0 07 Mar 2023
Conformal inference is (almost) free for neural networks trained with early stopping Zi-Chen Liang Yan Zhou Matteo Sesia BDL 18 11 0 27 Jan 2023
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Yan Sun 20 8 0 09 Nov 2022
Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction Roel Hulsman 29 5 0 26 Oct 2022
Conformal Methods for Quantifying Uncertainty in Spatiotemporal Data: A Survey S. Sun AI4CE 38 10 0 08 Sep 2022
Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers Zi-Chen Liang Matteo Sesia Wenguang Sun OODD 28 20 0 23 Aug 2022
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder Yaniv Romano Matteo Sesia Yanfei Zhou UQCV 26 49 0 12 May 2022
PAC Prediction Sets Under Covariate Shift Sangdon Park Yan Sun Insup Lee Osbert Bastani 32 43 0 17 Jun 2021
Few-shot Conformal Prediction with Auxiliary Tasks Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 184 53 0 17 Feb 2021
Distribution-Free Conditional Median Inference Dhruv Medarametla Emmanuel J. Candès 30 15 0 16 Feb 2021
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,090 0 24 Oct 2016