Publications

Resource-Aware Machine Learning

Morik, Katharina, 2025

Published in: Challenges and Algorithms for Knowledge Discovery from Data

On the Impact of Weight Discretization in QUBO-Based SVM Training

Mücke, Sascha, 2025

Published in: The Seventh Data Science Meets Optimization (DSO) Workshop

Quantum Adiabatic Generation of Human-Like Passwords

Mücke, Sascha; Heese, Raoul; Gerlach, Thore; Biesner, David; Lee, Loong Kuan; Piatkowski, Nico, 2025

Published in: IEEE International Conference on Quantum Computing and Engineering (QCE)

Quadratic Continuous Quantum Optimization

Mücke, Sascha; Gerlach, Thore; Piatkowski, Nico, 2025

Published in: IEEE International Conference on Quantum Artificial Intelligence (QAI)

Optimum-Preserving QUBO Parameter Compression

Mücke, Sascha; Gerlach, Thore; Piatkowski, Nico, 2025

Published in: Nature Quantum Machine Intelligence

Tutorial: Understanding Application Performance on Modern Hardware: Profiling Foundations and Advanced Techniques

Mühlig, Jan; Kühn, Roland; Teubner, Jens, 2025

Published in: Lecture Notes in Informatics (LNI)

Towards a {Dataset} of {Realistic} {3D} {Intralogistics} {Scenes} for {AI} {Applications}

Murrenhoff, Anike; Jäkel, Jan Philipp; Venkatadri, Uday, 2025

Published in: IFAC-PapersOnLine

Recommendations for Datasets Creation Process for Human Motion Generation in Industrial Simulations

Nair, Nilah Ravi; Rutinowski, Jérôme; Roidl, Moritz; Kirchheim, Alice, 2025

Published in: Annotation of Real-World Data for Artificial Intelligence SystemsIntelligence

Survey-to-Behavior: Downstream Alignment of Human Values in LLMs via Survey Questions

Nie, Shangrui; Mai, Florian; Kaczer, David; Welch, Charles; Zhao, Zhixue; Flek, Lucie, 2025

Published in: arXiv

Towards Standardised Dataset Creation for Human Activity Recognition: Framework, Taxonomy, Checklist, and Best Practices

Niemann, Friedrich; Rueda, Fernando Moya; Al Kfari, Moh’d Khier; Nair, Nilah Ravi; Lüdtke, Stefan; Kirchheim, Alice, 2025

Published in: Annotation of Real-World Data for Artificial Intelligence Systems