Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees

15 January 2024

Papers citing "Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees"

8 / 8 papers shown

Title
Gaussian process surrogate model to approximate power grid simulators -- An application to the certification of a congestion management controller Pierre Houdouin Manuel Ruiz 35 0 0 28 Feb 2025
Epistemic Uncertainty in Conformal Scores: A Unified Approach Luben M. C. Cabezas Vagner S. Santos Thiago Rodrigo Ramos Rafael Izbicki 55 0 0 10 Feb 2025
Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series Eshant English C. Lippert AI4TS AI4CE 74 1 0 26 Nov 2024
Learning signals defined on graphs with optimal transport and Gaussian process regression Raphael Carpintero Perez Sébastien da Veiga Josselin Garnier B. Staber 47 1 0 21 Oct 2024
Guaranteed Coverage Prediction Intervals with Gaussian Process Regression Harris Papadopoulos 32 11 0 24 Oct 2023
Bayesian Optimization with Conformal Prediction Sets Samuel Stanton Wesley J. Maddox A. Wilson 43 24 0 22 Oct 2022
Conformalized Kernel Ridge Regression Evgeny Burnaev Ivan Nazarov 122 32 0 19 Sep 2016
Cross-conformal predictors V. Vovk 131 198 0 03 Aug 2012