Active emulation of computer codes with Gaussian processes --
Application to remote sensing

Active emulation of computer codes with Gaussian processes -- Application to remote sensing

13 December 2019

Gustau Camps-Valls

Papers citing "Active emulation of computer codes with Gaussian processes -- Application to remote sensing"

9 / 9 papers shown

Title
A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning and ABC F. Llorente Luca Martino Jesse Read D. Delgado OffRL 91 13 0 03 Jan 2025
Gaussian Process Classification Bandits Tatsuya Hayashi N. Ito Koji Tabata Atsuyoshi Nakamura Katsumasa Fujita Yoshinori Harada T. Komatsuzaki GP 19 2 0 26 Dec 2022
Bayesian Active Learning with Fully Bayesian Gaussian Processes Christoffer Riis Francisco Antunes F. B. Hüttel C. L. Azevedo Francisco Câmara Pereira GP 33 22 0 20 May 2022
Optimality in Noisy Importance Sampling F. Llorente Luca Martino Jesse Read D. Delgado 48 5 0 07 Jan 2022
Compressed particle methods for expensive models with application in Astronomy and Remote Sensing Luca Martino Victor Elvira J. Lopez-Santiago Gustau Camps-Valls 26 4 0 18 Jul 2021
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method K. Berger J. Verrelst J. Féret T. Hank Matthias Wocher W. Mauser Gustau Camps-Valls 13 137 0 07 Dec 2020
Deep Importance Sampling based on Regression for Model Inversion and Emulation F. Llorente Luca Martino D. Delgado G. Camps-Valls 42 19 0 20 Oct 2020
Active Learning Approach to Optimization of Experimental Control Yadong Wu Zengming Meng K. Wen Chengdong Mi Jing Zhang H. Zhai 17 14 0 26 Mar 2020
Robust Gaussian Process Regression with a Bias Model Chiwoo Park David J. Borth Nicholas S. Wilson Chad N. Hunter F. Friedersdorf 31 27 0 14 Jan 2020