Conformalized Survival Analysis

17 March 2021

Emmanuel J. Candès

Papers citing "Conformalized Survival Analysis"

24 / 24 papers shown

Title
Joint Registration and Conformal Prediction for Partially Observed Functional Data Fangyi Wang S. Kurtek Yuan Zhang 165 1 0 24 Feb 2025
Toward Conditional Distribution Calibration in Survival Prediction Shi-ang Qi Yakun Yu Russell Greiner 293 0 0 27 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 689 4 0 09 Oct 2024
Weighted Aggregation of Conformity Scores for Classification Rui Luo Zhixin Zhou 290 10 0 14 Jul 2024
Localized Conformal Prediction: A Generalized Inference Framework for Conformal Prediction Leying Guan 210 76 0 15 Jun 2021
Conformal Inference of Counterfactuals and Individual Treatment Effects Lihua Lei Emmanuel J. Candès CML 123 192 0 11 Jun 2020
Classification with Valid and Adaptive Coverage Yaniv Romano Matteo Sesia Emmanuel J. Candès 257 315 0 03 Jun 2020
Knowing what you know: valid and validated confidence sets in multiclass and multilabel prediction Maxime Cauchois Suyash Gupta John C. Duchi 95 14 0 21 Apr 2020
Censored Quantile Regression Forest Alexander Hanbo Li Jelena Bradic 81 17 0 08 Jan 2020
Contrast Trees and Distribution Boosting J. Friedman 78 17 0 08 Dec 2019
Nested conformal prediction and quantile out-of-bag ensemble methods Chirag Gupta Arun K. Kuchibhotla Aaditya Ramdas MQ 140 116 0 23 Oct 2019
A comparison of some conformal quantile regression methods Matteo Sesia Emmanuel J. Candès MQ 252 108 0 12 Sep 2019
Conformal prediction with localization Leying Guan 186 35 0 22 Aug 2019
With Malice Towards None: Assessing Uncertainty via Equalized Coverage Yaniv Romano Rina Foygel Barber C. Sabatti Emmanuel J. Candès UQCV 122 73 0 15 Aug 2019
Conformalized Quantile Regression Yaniv Romano Evan Patterson Emmanuel J. Candès 322 603 0 08 May 2019
The limits of distribution-free conditional predictive inference Rina Foygel Barber Emmanuel J. Candès Aaditya Ramdas Robert Tibshirani UQCV 261 273 0 12 Mar 2019
The Hardness of Conditional Independence Testing and the Generalised Covariance Measure Rajen Dinesh Shah J. Peters 94 293 0 19 Apr 2018
Overlap in Observational Studies with High-Dimensional Covariates Alexander DÁmour Peng Ding Avi Feller Lihua Lei Jasjeet Sekhon 115 193 0 07 Nov 2017
Generalized Random Forests Susan Athey J. Tibshirani Stefan Wager 196 1,348 0 05 Oct 2016
Least Ambiguous Set-Valued Classifiers with Bounded Error Levels Mauricio Sadinle Jing Lei Larry A. Wasserman 142 239 0 02 Sep 2016
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 356 1,243 0 02 Jun 2016
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 269 832 0 14 Apr 2016
Conditional validity of inductive conformal predictors V. Vovk 186 412 0 12 Sep 2012
A tutorial on conformal prediction Glenn Shafer V. Vovk 337 1,122 0 21 Jun 2007