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Data-light Uncertainty Set Merging with Admissibility: Synthetics, Aggregation, and Test Inversion

16 October 2024

Papers citing "Data-light Uncertainty Set Merging with Admissibility: Synthetics, Aggregation, and Test Inversion"

20 / 20 papers shown

Title
Improved thresholds for e-values Christopher Blier-Wong Ruodu Wang 87 5 0 21 Aug 2024
Length Optimization in Conformal Prediction Shayan Kiyani George Pappas Hamed Hassani 95 17 0 27 Jun 2024
Combining exchangeable p-values Matteo Gasparin Ruodu Wang Aaditya Ramdas 209 5 0 04 Apr 2024
UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation Jianqing Fan Jiawei Ge Debarghya Mukherjee AI4TS 74 7 0 28 Jun 2023
Derandomized Novelty Detection with FDR Control via Conformal E-values Meshi Bashari Amir Epstein Yaniv Romano Matteo Sesia 185 14 0 14 Feb 2023
One-Shot Federated Conformal Prediction Pierre Humbert B. L. Bars A. Bellet Sylvain Arlot FedML 84 17 0 13 Feb 2023
Conformal Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Adam Fisch Lihua Lei Tal Schuster 196 141 0 04 Aug 2022
Learning Optimal Conformal Classifiers David Stutz Krishnamurthy Dvijotham Dvijotham A. Cemgil Arnaud Doucet 217 89 0 18 Oct 2021
Federated Causal Inference in Heterogeneous Observational Data Ruoxuan Xiong Allison Koenecke Michael A. Powell Zhu Shen Joshua T. Vogelstein Susan Athey FedML CML 61 48 0 25 Jul 2021
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 219 624 0 15 Jul 2021
Learning Prediction Intervals for Regression: Generalization and Calibration Haoxian Chen Ziyi Huang Henry Lam Huajie Qian Haofeng Zhang UQCV 48 20 0 26 Feb 2021
There are natural scores: Full comment on Shafer, "Testing by betting: A strategy for statistical and scientific communication" S. Greenland FAtt 61 126 0 10 Feb 2021
Uncertainty Sets for Image Classifiers using Conformal Prediction Anastasios Nikolas Angelopoulos Stephen Bates Jitendra Malik Michael I. Jordan UQCV 210 338 0 29 Sep 2020
False discovery rate control with e-values Ruodu Wang Aaditya Ramdas 92 100 0 06 Sep 2020
Admissible ways of merging p-values under arbitrary dependence V. Vovk Bin Wang Ruodu Wang 185 65 0 28 Jul 2020
Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms T. Tony Cai Hongjie Wei 59 27 0 24 Jan 2020
E-values: Calibration, combination, and applications V. Vovk Ruodu Wang 93 202 0 12 Dec 2019
Safe Testing Peter Grünwald R. D. Heide Wouter M. Koolen 82 212 0 18 Jun 2019
Cauchy combination test: a powerful test with analytic p-value calculation under arbitrary dependency structures Yaowu Liu Jun Xie 41 325 0 27 Aug 2018
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 418 845 0 14 Apr 2016