Conformalized Survival Analysis

17 March 2021

Emmanuel J. Candès

Papers citing "Conformalized Survival Analysis"

20 / 20 papers shown

Title
Joint Registration and Conformal Prediction for Partially Observed Functional Data Fangyi Wang S. Kurtek Yuan Zhang 82 1 0 24 Feb 2025
Toward Conditional Distribution Calibration in Survival Prediction Shi-ang Qi Yakun Yu Russell Greiner 31 0 0 27 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 239 3 0 09 Oct 2024
Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration Shiguang Qi Yakun Yu Russell Greiner 39 4 0 12 May 2024
Adaptive conformal classification with noisy labels Matteo Sesia Y. X. R. Wang Xin Tong 55 14 0 10 Sep 2023
Conformal PID Control for Time Series Prediction Anastasios Nikolas Angelopoulos Emmanuel J. Candes Robert Tibshirani AI4TS 45 59 0 31 Jul 2023
Causal survival embeddings: non-parametric counterfactual inference under censoring Carlos García-Meixide Marcos Matabuena CML 52 5 0 20 Jun 2023
Post-selection Inference for Conformal Prediction: Trading off Coverage for Precision Siddhaarth Sarkar Arun K. Kuchibhotla 39 5 0 12 Apr 2023
Improved Online Conformal Prediction via Strongly Adaptive Online Learning Aadyot Bhatnagar Haiquan Wang Caiming Xiong Yu Bai AI4TS 38 48 0 15 Feb 2023
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Yan Sun 33 8 0 09 Nov 2022
Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction Roel Hulsman 39 5 0 26 Oct 2022
Predictive Inference with Feature Conformal Prediction Jiaye Teng Chuan Wen Dinghuai Zhang Yoshua Bengio Yang Gao Yang Yuan 36 26 0 01 Oct 2022
Conformal Methods for Quantifying Uncertainty in Spatiotemporal Data: A Survey S. Sun AI4CE 52 10 0 08 Sep 2022
Conformal Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Adam Fisch Lihua Lei Tal Schuster 47 128 0 04 Aug 2022
Recommendation Systems with Distribution-Free Reliability Guarantees Anastasios Nikolas Angelopoulos K. Krauth Stephen Bates Yixin Wang Michael I. Jordan 50 12 0 04 Jul 2022
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 109 125 0 03 Oct 2021
PAC Prediction Sets Under Covariate Shift Sangdon Park Yan Sun Insup Lee Osbert Bastani 37 43 0 17 Jun 2021
Conformal Bayesian Computation Edwin Fong Chris Holmes 49 24 0 11 Jun 2021
T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP Jiaye Teng Zeren Tan Yang Yuan 39 13 0 08 Mar 2021
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 121 1,235 0 02 Jun 2016