Bastian Bohn

11 papers A 1Misc 1Journal 9

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Deep Neural Networks and PIDE Discretizations. SIAM J. Math. Data Sci. Bastian Bohn, Michael Griebel, Dinesh Kannan
2021	J	`jnl`	Deep Neural Networks and PIDE discretizations. CoRR Bastian Bohn, Michael Griebel, Dinesh Kannan
2020	J	`jnl`	Explainable Machine Learning for Scientific Insights and Discoveries. IEEE Access Ribana Roscher, Bastian Bohn, Marco F. Duarte, Jochen Garcke
2019	J	`jnl`	A Representer Theorem for Deep Kernel Learning. J. Mach. Learn. Res. Bastian Bohn, Christian Rieger, Michael Griebel
2019	J	`jnl`	Explainable Machine Learning for Scientific Insights and Discoveries. CoRR Ribana Roscher, Bastian Bohn, Marco F. Duarte, Jochen Garcke
2019	A	`conf`	Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids. SDM Bastian Bohn, Michael Griebel, Jens Oettershagen
2018	J	`jnl`	Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids. CoRR Bastian Bohn, Michael Griebel, Jens Oettershagen
2017	J	`jnl`	A representer theorem for deep kernel learning. CoRR Bastian Bohn, Michael Griebel, Christian Rieger
2017	J	`jnl`	Error Estimates for Multivariate Regression on Discretized Function Spaces. SIAM J. Numer. Anal. Bastian Bohn, Michael Griebel
2016	J	`jnl`	A sparse grid based method for generative dimensionality reduction of high-dimensional data. J. Comput. Phys. Bastian Bohn, Jochen Garcke, Michael Griebel
2013	Misc	`conf`	Analysis of Car Crash Simulation Data with Nonlinear Machine Learning Methods. ICCS Bastian Bohn, Jochen Garcke, Rodrigo Iza-Teran, Alexander Paprotny, Benjamin Peherstorfer, Ulf Schepsmeier, Clemens-August Thole