Niklas Strauß

Orcid: 0000-0002-8083-7323

According to our database1, Niklas Strauß authored at least 14 papers between 2019 and 2024.

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

Timeline

2019
2020
2021
2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Dying Clusters Is All You Need - Deep Clustering With an Unknown Number of Clusters.
CoRR, 2024

Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Autoregressive Policy Optimization for Constrained Allocation Tasks.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Context Matters: Leveraging Spatiotemporal Metadata for Semi-Supervised Learning on Remote Sensing Images.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
DEAR: Dynamic Electric Ambulance Redeployment.
Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

MapFormer: Boosting Change Detection by Using Pre-change Information.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022
Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Reinforcement Learning for Multi-Agent Stochastic Resource Collection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

A Comparison of Ambulance Redeployment Systems on Real-World Data.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Efficient on-street parking sensor placement.
Proceedings of the 15th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2022

2021
Efficient Parking Search using Shared Fleet Data.
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

2019
Spatial Interpolation with Message Passing Framework.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019


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