Conformal Bayesian Computation

Conformal Bayesian Computation

11 June 2021

Chris Holmes

Papers citing "Conformal Bayesian Computation"

17 / 17 papers shown

Title
Epistemic Uncertainty in Conformal Scores: A Unified Approach Luben M. C. Cabezas Vagner S. Santos Thiago Rodrigo Ramos Rafael Izbicki 326 1 0 10 Feb 2025
The Benefit of Being Bayesian in Online Conformal Prediction Zhiyu Zhang Zhou Lu Heng Yang 106 3 0 03 Oct 2024
Adaptive Uncertainty Quantification for Generative AI Jungeum Kim Sean O'Hagan Veronika Rockova MedIm 285 3 0 16 Aug 2024
Conformalized Survival Analysis Emmanuel J. Candès Lihua Lei Zhimei Ren 243 80 0 17 Mar 2021
Conformal Prediction: a Unified Review of Theory and New Challenges Matteo Fontana Gianluca Zeni S. Vantini 131 130 0 16 May 2020
On the marginal likelihood and cross-validation Edwin Fong Chris Holmes UQCV 92 110 0 21 May 2019
Conformalized Quantile Regression Yaniv Romano Evan Patterson Emmanuel J. Candès 295 603 0 08 May 2019
Bayesian leave-one-out cross-validation for large data Måns Magnusson Michael Riis Andersen J. Jonasson Aki Vehtari 72 26 0 24 Apr 2019
Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy Jing Lei 23 35 0 01 Aug 2017
Trimmed Conformal Prediction for High-Dimensional Models Wenyu Chen Zhaokai Wang Wooseok Ha Rina Foygel Barber 74 14 0 29 Nov 2016
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 245 832 0 14 Apr 2016
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC Aki Vehtari Andrew Gelman Jonah Gabry 79 4,014 0 16 Jul 2015
Pareto Smoothed Importance Sampling Aki Vehtari Daniel Simpson Andrew Gelman Yuling Yao Jonah Gabry 66 241 0 09 Jul 2015
Efficiency of conformalized ridge regression Evgeny Burnaev V. Vovk 60 56 0 08 Apr 2014
Learning by Transduction A. Gammerman V. Vovk V. Vapnik 145 511 0 30 Jan 2013
Cross-conformal predictors V. Vovk 360 200 0 03 Aug 2012
A tutorial on conformal prediction Glenn Shafer V. Vovk 316 1,122 0 21 Jun 2007