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"

11 / 11 papers shown

Title
Wasserstein-regularized Conformal Prediction under General Distribution Shift Rui Xu Chao Chen Yue Sun Parvathinathan Venkitasubramaniam Sihong Xie 62 1 0 23 Jan 2025
Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict David Randahl Jonathan P. Williams Håvard Hegre 299 0 0 18 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 239 4 0 09 Oct 2024
Quantifying Aleatoric and Epistemic Dynamics Uncertainty via Local Conformal Calibration Luís Marques Dmitry Berenson 58 0 0 12 Sep 2024
Normalizing Flows for Conformal Regression Nicolo Colombo 69 7 0 05 Jun 2024
Conformal Prediction with Learned Features Shayan Kiyani George Pappas Hamed Hassani 30 8 0 26 Apr 2024
Uncertainty quantification in automated valuation models with spatially weighted conformal prediction Anders Hjort G. Hermansen Johan Pensar Jonathan P. Williams 49 1 0 11 Dec 2023
Non-Exchangeable Conformal Risk Control António Farinhas Chrysoula Zerva Dennis Ulmer André F. T. Martins 41 10 0 02 Oct 2023
Adaptive Conformal Regression with Jackknife+ Rescaled Scores N. Deutschmann Mattia Rigotti María Rodríguez Martínez 31 10 0 31 May 2023
Conformal Inference for Invariant Risk Minimization Wenlu Tang Zicheng Liu 39 0 0 22 May 2023
Calibrated Multiple-Output Quantile Regression with Representation Learning Shai Feldman Stephen Bates Yaniv Romano 58 33 0 02 Oct 2021