Andreas Besginow

According to our database, Andreas Besginow authored at least 11 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

Varying Informativeness of Inductive Bias in Gaussian Processes Regression for Small Data.

Andreas Besginow, Markus Lange-Hegermann

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 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