Andreas Besginow

According to our database, Andreas Besginow authored at least 10 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Fast Model Selection for Interpretable Gaussian Process Models Using Laplace Approximation.

Andreas Besginow, Thomas Pawellek, Jan David Hüwel, Christian Beecks, Markus Lange-Hegermann

Proceedings of the Advances in Intelligent Data Analysis XXIV, 2026

2025

Physics-informed Gaussian Processes as Linear Model Predictive Controller with Constraint Satisfaction.

Jörn Tebbe, Andreas Besginow, Markus Lange-Hegermann

CoRR, November, 2025

Physics-informed Gaussian Processes for Model Predictive Control of Nonlinear Systems.

Adrian Lepp, Jörn Tebbe, Andreas Besginow

CoRR, April, 2025

Physics-informed Gaussian Processes as Linear Model Predictive Controller.

Jörn Tebbe, Andreas Besginow, Markus Lange-Hegermann

Proceedings of the 7th Annual Learning for Dynamics & Control Conference, 2025

2024

On the Laplace Approximation as Model Selection Criterion for Gaussian Processes.

Andreas Besginow, Jan David Hüwel, Thomas Pawellek, Christian Beecks, Markus Lange-Hegermann

CoRR, 2024

2022

Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations.

Andreas Besginow, Markus Lange-Hegermann

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

On Kernel Search Based Gaussian Process Anomaly Detection.

Jan David Hüwel, Andreas Besginow, Fabian Berns, Markus Lange-Hegermann, Christian Beecks

Proceedings of the Innovative Intelligent Industrial Production and Logistics, 2021

2020

Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation.

Andreas Besginow, Sebastian Büttner, Carsten Röcker

Proceedings of the Distributed, Ambient and Pervasive Interactions, 2020

2018

Mobile Projection-based Augmented Reality in Work Environments - an Exploratory Approach.

Sebastian Büttner, Andreas Besginow, Michael Prilla, Carsten Röcker

Proceedings of the Mensch und Computer 2018, 2018

Intelligent Adaptive Assistance Systems in an Industrial Context - Overview of Use Cases and Features.

Andreas Besginow, Sebastian Büttner, Carsten Röcker

Proceedings of the Mensch und Computer 2018, 2018