Bayes-optimal prediction with frequentist coverage control

28 May 2021

Papers citing "Bayes-optimal prediction with frequentist coverage control"

13 / 13 papers shown

Title
Epistemic Uncertainty in Conformal Scores: A Unified Approach Luben M. C. Cabezas Vagner S. Santos Thiago Rodrigo Ramos Rafael Izbicki 518 1 0 10 Feb 2025
FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference Stefano Cortinovis François Caron 151 2 0 04 Feb 2025
Uncertainty Quantification on Graph Learning: A Survey Chao Chen Chenghua Guo Rui Xu Xiangwen Liao Xi Zhang Sihong Xie Hui Xiong Mohit Bansal AI4CE 86 1 0 23 Apr 2024
On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning Paul Scemama Ariel Kapusta 80 0 0 21 Nov 2023
Conformalized Deep Splines for Optimal and Efficient Prediction Sets N. Diamant Ehsan Hajiramezanali Tommaso Biancalani Gabriele Scalia 75 3 0 01 Nov 2023
Valid and efficient imprecise-probabilistic inference with partial priors, III. Marginalization Ryan Martin 93 9 0 23 Sep 2023
Bayesian Optimization with Conformal Prediction Sets Samuel Stanton Wesley J. Maddox A. Wilson 147 26 0 22 Oct 2022
Batch Multivalid Conformal Prediction Christopher Jung Georgy Noarov Ramya Ramalingam Aaron Roth 253 53 0 30 Sep 2022
Probabilistic Conformal Prediction Using Conditional Random Samples Zhendong Wang Ruijiang Gao Mingzhang Yin Mingyuan Zhou David M. Blei TPM 139 25 0 14 Jun 2022
Practical Adversarial Multivalid Conformal Prediction Osbert Bastani Varun Gupta Christopher Jung Georgy Noarov Ramya Ramalingam Aaron Roth 203 56 0 02 Jun 2022
Conformal Prediction Sets with Limited False Positives Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 85 23 0 15 Feb 2022
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 269 625 0 15 Jul 2021
Empirical Frequentist Coverage of Deep Learning Uncertainty Quantification Procedures Benjamin Kompa Jasper Snoek Andrew L. Beam UQCV BDL 100 31 0 06 Oct 2020