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Matthias Bitzer

Affiliations:
  • Robert Bosch GmbH, Bosch Center of Artificial Intelligence, Renningen, Germany


According to our database1, Matthias Bitzer authored at least 5 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Analyzing Closed-Loop Training Techniques for Realistic Traffic Agent Models in Autonomous Highway Driving Simulations.
[BibTeX]
[DOI]
Matthias Bitzer
,
Reinis Cimurs
,
Benjamin Coors
,
Johannes Goth
,
Sebastian Ziesche
,
Philipp Geiger
,
Maximilian Naumann
Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2023
Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels.
[BibTeX]
[DOI]
Matthias Bitzer
,
Mona Meister
,
Christoph Zimmer
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems.
[BibTeX]
[DOI]
Matthias Bitzer
,
Mona Meister
,
Christoph Zimmer
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport.
[BibTeX]
[DOI]
Matthias Bitzer
,
Mona Meister
,
Christoph Zimmer
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Reward Models for Cooperative Trajectory Planning with Inverse Reinforcement Learning and Monte Carlo Tree Search.
[BibTeX]
[DOI]
Karl Kurzer
,
Matthias Bitzer
,
J. Marius Zöllner
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022


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