Preprints - IAM Publications


	2019 Bastian Bohn, Michael Griebel and Jens Oettershagen Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids 2019 https://ins.uni-bonn.de/media/public/publication-media/INSPreprint_RotRegr.pdf

	2018 B. Bohn On the convergence rate of sparse grid least squares regression In J. Garcke and D. PflÃ¼ger and C. Webster and G. Zhang, editor, Sparse Grids and Applications - Miami 2016, Volume 123 of Lecture Notes in Computational Science and Engineering page 19--41. Publisher: Springer 2018 http://wissrech.ins.uni-bonn.de/research/pub/bohn/INSPreprint_SGLeastSquares.pdf

	2017 B. Bohn and M. Griebel Error estimates for multivariate regression on discretized function spaces SIAM Journal on Numerical Analysis, 55(4): 1843--1866 2017 10.1137/15M1013973

	B. Bohn, M. Griebel and C. Rieger A representer theorem for deep kernel learning 2017 http://wissrech.ins.uni-bonn.de/research/pub/bohn/INSPreprint_concatRegr.pdf

	2016 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 https://www.sciencedirect.com/science/article/pii/S0021999115008529