@inproceedings{3617dd8bbea24316a23b497503acb881,
title = "Automatic robust regression analysis of fusion plasma experiment data based on generative modelling",
abstract = "We have developed a method to learn a robust regression algorithm from the data. We demonstrated that our model trained in this work outperforms other conventional robust analysis methods in terms of the robustness and the accuracy. The model developed and trained in this work was already integrated in the LHD automatic analysis system. When a new Thomson scattering data arrives, our program runs automatically and provides the fitting result based on the trained model. The results are being used by more than 80 other automatic analysis programs in LHD.",
author = "K. Fujii and C. Suzuki and M. Hasuo",
note = "Publisher Copyright: {\textcopyright} Copyright (2018) by European Physical Society (EPS) All rights reserved.; 45th EPS Conference on Plasma Physics, EPS 2018 ; Conference date: 02-07-2018 Through 06-07-2018",
year = "2018",
language = "English",
series = "45th EPS Conference on Plasma Physics, EPS 2018",
publisher = "European Physical Society (EPS)",
pages = "609--612",
editor = "C. Michaut and J. Berndt and M. Mantsinen and S. Coda and G. Lapenta and S. Weber",
booktitle = "45th EPS Conference on Plasma Physics, EPS 2018",
}