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References
1M. W. Binderbauer et al., Phys. Plasmas 22, 056110 (2015). 2M. Binderbauer, AIP Conf. Proc. 1721, 030003 (2016).
3M. Binderbauer et al., Phys. Rev. Lett. 105, 045003 (2010). 4A. Necas, Bull. Am. Phys. Soc. 60 (2015), BP12.00033.
5R. Bartiromo, G. Bracco, M. Brusati, G. Grosso, S. Mantovani, B. Tilia, and V. Zanza, Review of Scientific Instruments 58, 788 (1987).
6J. A. Reusch, J. K. Anderson, V. Belykh, S. Eilerman,1 D. Liu, G. Fiksel, and S. Polosatkin, Rev. Sci. Instrum. 83, 10D704 (2012).
7M. C. Thompson, H. Gota, S. Putvinski, M. Tuszewski, M. Binderbauer. Review of Scientific Instruments 87, 11D435 (2016)
8R. Clary, A. Roquemore, J. Douglass, D. Jaramillo, S. Korepanov, R. Magee, S. Medley, and A. Smirnov, Review of Scientific Instruments 87, 11E703 (2016)
9S. Medley and A. Roquemore, Rev. Sci. Instrum. 69, 2651 (1998).
10J. J. More, “The Levenberg-Marquardt Algorithm: Implementation and Theory,” Numerical Analysis, ed. G. A. Watson, Lecture Notes in Mathematics 630, Springer Verlag, pp. 105-116, 1977.
11Altman, Naomi S. (1992). "An introduction to kernel and nearest-neighbor nonparametric regression.” The American Statistician. 46 (3): 175–185. 12Simon N. Wood, 2006 Generalized Additive Models: an introduction with R.
13Servén D., Brummitt C. (2018). pyGAM: Generalized Additive Models in Python. Zenodo.
14Bottou, Léon; Bousquet, Olivier (2012). "The Tradeoffs of Large Scale Learning". In Sra, Suvrit; Nowozin, Sebastian; Wright, Stephen J.
(eds.). Optimization for Machine Learning. Cambridge: MIT Press. pp. 351–368.
Presenter: Gabriel Player
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