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- 1.0544178 - ÚI 2022 RIV CZ eng A - Abstract
Kalina, Jan - Vidnerová, Petra
On Robust Training of Regression Neural Networks.
IWFOS 2021. Book of Abstracts. Brno: MUNI Faculty of Science, 2021. s. 35-35.
[IWFOS 2020/2021: International Workshop on Functional and Operatorial Statistics /5./. 23.06.2021-25.06.2021, Online]
R&D Projects: GA ČR(CZ) GA19-05704S; GA ČR(CZ) GA18-23827S
Institutional support: RVO:67985807
Keywords : neural networks * robustness * nonlinear regression quantiles
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://iwfos2021.sci.muni.cz/media/3326670/iwfos2021-book-of-abstracts.pdf
Permanent Link: http://hdl.handle.net/11104/0321234File Download Size Commentary Version Access 0544178-aw.pdf 2 125.6 KB volně online Publisher’s postprint open-access - 2.0508155 - ÚI 2020 CZ eng A - Abstract
Kalina, Jan - Tobišková, Nicole - Tichavský, Jan
A Nonparametric Bootstrap Comparison of Variances of Robust Regression Estimators.
37th International Conference on Mathematical Methods in Economics 2019: Book of Abstracts. České Budějovice: 37th International Conference on Mathematical Methods in Economics 2019, 2019. s. 17-17.
[MME 2019: International Conference on Mathematical Methods in Economics /37./. 11.09.2019-13.09.2019, České Budějovice]
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : Robustness * Linear regression * Outliers * Bootstrap * Least weighted squares
Permanent Link: http://hdl.handle.net/11104/0299134File Download Size Commentary Version Access 0508155-aw.pdf 2 46.7 KB volně online Publisher’s postprint open-access - 3.0508153 - ÚI 2020 CZ eng A - Abstract
Kalina, Jan - Vidnerová, Petra
Implicitly Weighted Robust Estimation of Quantiles in Linear Regression.
37th International Conference on Mathematical Methods in Economics 2019: Book of Abstracts. České Budějovice: 37th International Conference on Mathematical Methods in Economics 2019, 2019. s. 17-17.
[MME 2019: International Conference on Mathematical Methods in Economics /37./. 11.09.2019-13.09.2019, České Budějovice]
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : regression quantiles * robust regression * outliers * leverage points
Permanent Link: http://hdl.handle.net/11104/0299135File Download Size Commentary Version Access 0508153-a.pdf 1 27.4 KB Publisher’s postprint require