Conformalized Unconditional Quantile Regression

4 April 2023

Papers citing "Conformalized Unconditional Quantile Regression"

7 / 7 papers shown

Title
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 239 4 0 09 Oct 2024
Efficient Conformal Prediction under Data Heterogeneity Vincent Plassier Nikita Kotelevskii Aleksandr Rubashevskii Fedor Noskov Maksim Velikanov Alexander Fishkov Samuel Horváth Martin Takáč Eric Moulines Maxim Panov 67 1 0 25 Dec 2023
Conformalized Multimodal Uncertainty Regression and Reasoning Mimmo Parente Nastaran Darabi Alex C. Stutts Theja Tulabandhula A. R. Trivedi UQCV 51 7 0 20 Sep 2023
Improved conformalized quantile regression Martim Sousa Ana Maria Tomé José Manuel Moreira 49 6 0 06 Jul 2022
Conformal Prediction using Conditional Histograms Matteo Sesia Yaniv Romano 61 67 0 18 May 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 287 5,707 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 297 9,177 0 06 Jun 2015