Localized Conformal Prediction: A Generalized Inference Framework for Conformal Prediction

15 June 2021

Papers citing "Localized Conformal Prediction: A Generalized Inference Framework for Conformal Prediction"

10 / 10 papers shown

Title
Conformal Prediction for Uncertainty Estimation in Drug-Target Interaction Prediction Morteza Rakhshaninejad Mira Jürgens Nicolas Dewolf Willem Waegeman 93 0 0 24 May 2025
Epistemic Uncertainty in Conformal Scores: A Unified Approach Luben M. C. Cabezas Vagner S. Santos Thiago Rodrigo Ramos Rafael Izbicki 334 1 0 10 Feb 2025
Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict David Randahl Jonathan P. Williams Håvard Hegre 435 0 0 18 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 667 4 0 09 Oct 2024
Quantifying Aleatoric and Epistemic Dynamics Uncertainty via Local Conformal Calibration Luís Marques Dmitry Berenson 102 0 0 12 Sep 2024
Weighted Aggregation of Conformity Scores for Classification Rui Luo Zhixin Zhou 274 10 0 14 Jul 2024
Uncertainty quantification in automated valuation models with spatially weighted conformal prediction Anders Hjort G. Hermansen Johan Pensar Jonathan P. Williams 292 1 0 11 Dec 2023
Conformalized Survival Analysis Emmanuel J. Candès Lihua Lei Zhimei Ren 254 80 0 17 Mar 2021
The limits of distribution-free conditional predictive inference Rina Foygel Barber Emmanuel J. Candès Aaditya Ramdas Robert Tibshirani UQCV 244 273 0 12 Mar 2019
Conditional validity of inductive conformal predictors V. Vovk 182 412 0 12 Sep 2012