Research Group of Prof. Dr. M. Griebel
Institute for Numerical Simulation
maximize

Publications of Dr. Bastian Bohn:

[1] B. Bohn. Error analysis of regularized and unregularized least-squares regression on discretized function spaces. Dissertation, Institut für Numerische Simulation, Universität Bonn, Jan. 2017.
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[2] B. Bohn. On the convergence rate of sparse grid least squares regression. Lecture Notes in Computational Science and Engineering. Springer, 2017. submitted to Proceedings of the fourth workshop on sparse grids and applications, also available as INS Preprint No. 1711.
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[3] B. Bohn and M. Griebel. Error estimates for multivariate regression on discretized function spaces. SIAM Journal on Numerical Analysis, 55(4):1843-1866, 2017. also available as INS Preprint No. 1412.
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[4] B. Bohn, J. Garcke, and M. Griebel. A sparse grid based method for generative dimensionality reduction of high-dimensional data. Journal of Computational Physics, 309:1-17, 2016. also available as INS Preprint No. 1514.
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[5] B. Bohn, J. Garcke, R. Iza-Teran, A. Paprotny, B. Peherstorfer, U. Schepsmeier, and C.-A. Thole. Analysis of Car Crash Simulation Data with Nonlinear Machine Learning Methods. Procedia Computer Science, 18:621 - 630, 2013. Proceedings of the International Conference on Computational Science, {ICCS} 2013.
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[6] B. Bohn and M. Griebel. An adaptive sparse grid approach for time series predictions. In J. Garcke and M. Griebel, editors, Sparse grids and Applications, volume 88 of Lecture Notes in Computational Science and Engineering, pages 1-30. Springer, 2012. Also available as INS Preprint no 1201.
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[7] B. Bohn. Einbettung von Zeitreihen nach Takens' Theorem. Diplomarbeit, Institut für Numerische Simulation, Universität Bonn, Mar. 2010.
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[8] M. Steffens, T. Becker, T. Sander, R. Fimmers, C. Herold, D. Holler, C. Leu, S. Herms, S. Cichon, B. Bohn, T. Gerstner, M. Griebel, M. Nöthen, T. Wienker, and M. Baur. Feasible and successful: Genome-wide Interaction Analysis (GWIA) involving all 1.9x1011 pair-wise interaction tests. Human Heredity, 69:268-284, 2010.
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