Bastian Bohn

Bastian Bohn is a Researcher at the Institute for Numerical Simulation (University of Bonn). He focuses on Mathematics of Machine Learning, Approximation Theory, and High-dimensional Discretizations. His work bridges

• Sparse Grid Methods
• Numerical Analysis
• Scientific Computing

with modern ML applications.

His recent publication Algorithmic Mathematics in Machine Learning (2024) consolidates his work on algorithmic foundations for high-dimensional data analysis. Earlier studies investigate

• Deep Kernel Learning
• Explainable AI
• Dimensionality Reduction

using sparse grid frameworks.