Is distribution-free inference possible for binary regression?

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Is distribution-free inference possible for binary regression?

20 April 2020

Rina Foygel Barber

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Papers citing "Is distribution-free inference possible for binary regression?"

17 / 17 papers shown

Title
BELIEF in Dependence: Leveraging Atomic Linearity in Data Bits for Rethinking Generalized Linear Models Benjamin Brown Kai Zhang Xiao-Li Meng 73 2 0 01 Jul 2025
Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes Seungeon Lee N. C. Benz Suhas Thejaswi Manuel Gomez Rodriguez 80 0 0 24 May 2024
Learning minimal volume uncertainty ellipsoids Itai Alon David Arnon A. Wiesel 92 1 0 03 May 2024
The Limits of Assumption-free Tests for Algorithm Performance Yuetian Luo Rina Foygel Barber 175 1 0 12 Feb 2024
Resampled Confidence Regions with Exponential Shrinkage for the Regression Function of Binary Classification Ambrus Tamás Balázs Csanád Csáji UQCV 67 0 0 03 Aug 2023
Distribution-free inference with hierarchical data Yonghoon Lee Rina Foygel Barber Rebecca Willett 89 11 0 10 Jun 2023
On the Within-Group Fairness of Screening Classifiers Nastaran Okati Stratis Tsirtsis Manuel Gomez Rodriguez 105 2 0 31 Jan 2023
Beyond calibration: estimating the grouping loss of modern neural networks Alexandre Perez-Lebel Marine Le Morvan Gaël Varoquaux UQCV 72 27 0 28 Oct 2022
Conformal Prediction Sets with Limited False Positives Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 85 23 0 15 Feb 2022
Improving Screening Processes via Calibrated Subset Selection Lequn Wang Thorsten Joachims Manuel Gomez Rodriguez CML 106 18 0 02 Feb 2022
Local permutation tests for conditional independence Ilmun Kim Matey Neykov Sivaraman Balakrishnan Larry A. Wasserman 98 28 0 22 Dec 2021
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 271 625 0 15 Jul 2021
Distribution-free inference for regression: discrete, continuous, and in between Yonghoon Lee Rina Foygel Barber 75 7 0 28 May 2021
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings Ambrus Tamás Balázs Csanád Csáji 75 4 0 08 Mar 2021
Distribution-Free Conditional Median Inference Dhruv Medarametla Emmanuel J. Candès 84 16 0 16 Feb 2021
Moment Multicalibration for Uncertainty Estimation Christopher Jung Changhwa Lee Mallesh M. Pai Aaron Roth R. Vohra UQCV 245 66 0 18 Aug 2020
Distribution-free binary classification: prediction sets, confidence intervals and calibration Chirag Gupta Aleksandr Podkopaev Aaditya Ramdas UQCV 123 83 0 18 Jun 2020