The limits of distribution-free conditional predictive inference

The limits of distribution-free conditional predictive inference

12 March 2019

Rina Foygel Barber

Emmanuel J. Candès

Robert Tibshirani

Papers citing "The limits of distribution-free conditional predictive inference"

18 / 18 papers shown

Title
Conformal Prediction for Uncertainty Estimation in Drug-Target Interaction Prediction Morteza Rakhshaninejad Mira Jürgens Nicolas Dewolf Willem Waegeman 62 0 0 24 May 2025
A Generic Framework for Conformal Fairness Aditya T. Vadlamani Anutam Srinivasan Pranav Maneriker Ali Payani Srinivasan Parthasarathy FaML FedML 204 1 0 22 May 2025
Similarity-Distance-Magnitude Universal Verification Allen Schmaltz UQCV AAML 425 0 0 27 Feb 2025
Conformal Prediction Sets Can Cause Disparate Impact Jesse C. Cresswell Bhargava Kumar Yi Sui Mouloud Belbahri FaML 287 1 0 17 Feb 2025
Epistemic Uncertainty in Conformal Scores: A Unified Approach Luben M. C. Cabezas Vagner S. Santos Thiago Rodrigo Ramos Rafael Izbicki 269 1 0 10 Feb 2025
Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration Karina Halevy Karly Hou Charumathi Badrinath 155 0 0 13 Dec 2024
Toward Conditional Distribution Calibration in Survival Prediction Shi-ang Qi Yakun Yu Russell Greiner 205 0 0 27 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 579 4 0 09 Oct 2024
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy Deshmukh 368 16 0 31 Aug 2024
Adaptive Uncertainty Quantification for Generative AI Jungeum Kim Sean O'Hagan Veronika Rockova MedIm 246 3 0 16 Aug 2024
Automatically Adaptive Conformal Risk Control Vincent Blot Anastasios Nikolas Angelopoulos Michael I Jordan Nicolas Brunel AI4CE 213 2 0 25 Jun 2024
Valid Conformal Prediction for Dynamic GNNs Ed Davis Ian Gallagher Daniel J. Lawson Patrick Rubin-Delanchy AI4CE 144 4 0 29 May 2024
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage Ying Jin Zhimei Ren 249 7 0 06 Mar 2024
The Limits of Assumption-free Tests for Algorithm Performance Yuetian Luo Rina Foygel Barber 102 0 0 12 Feb 2024
Uncertainty quantification in automated valuation models with spatially weighted conformal prediction Anders Hjort G. Hermansen Johan Pensar Jonathan P. Williams 235 1 0 11 Dec 2023
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 198 832 0 14 Apr 2016
Conditional validity of inductive conformal predictors V. Vovk 154 412 0 12 Sep 2012
A tutorial on conformal prediction Glenn Shafer V. Vovk 257 1,122 0 21 Jun 2007