Helena Kotthaus
Affiliations:- TU Dortmund University, Department of Computer Science, Germany
According to our database1,
Helena Kotthaus
authored at least 16 papers
between 2011 and 2023.
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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Bibliography
2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
2022
Yes we care!-Certification for machine learning methods through the care label framework.
Frontiers Artif. Intell., 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the LWDA 2022 Workshops: FGWM, 2022
Proceedings of the Machine Learning under Resource Constraints - Volume 1: Fundamentals, 2022
Proceedings of the Machine Learning under Resource Constraints - Volume 1: Fundamentals, 2022
2021
The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning.
CoRR, 2021
Proceedings of the 2021 International Conference on Data Mining, 2021
2019
IEEE Data Eng. Bull., 2019
Can Flexible Multi-Core Scheduling Help to Execute Machine Learning Algorithms Resource-Efficiently?
Proceedings of the 22nd International Workshop on Software and Compilers for Embedded Systems, 2019
2018
Methods for efficient resource utilization in statistical machine learning algorithms.
PhD thesis, 2018
2017
RAMBO: Resource-Aware Model-Based Optimization with Scheduling for Heterogeneous Runtimes and a Comparison with Asynchronous Model-Based Optimization.
Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017
2016
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016
2014
Proceedings of the DLS'14, 2014
2011
Proceedings of the 14th International Conference on Compilers, 2011