Bastian Bohn

11 papers A 1Misc 1Journal 9
YearRankTypeTitle / 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
2025 Best paper conf
Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.
CheckMATE
Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda
2026 Best paper preprint
ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.
arXiv
Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski