Publications

Feature Selection on Quantum Computers

Mücke, Sascha; Heese, Raoul; Mülle, Sabine; Wolter, Moritz; Piatkowski, Nico, 2023

Published in: Nature Quantum Machine Intelligence

Efficient Light Source Placement using Quantum Computing

Mücke, Sascha; Gerlach, Thore, 2023

Published in: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings

Micro Partitioning: Friendly to the Hardware and the Developer

Mühlig, Jan; Teubner, Jens, 2023

Published in: DaMoN '23: Proceedings of the 19th International Workshop on Data Management on New Hardware

An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning

Müller, Sebastian; Toborek, Vanessa; Beckh, Katharina; Jakobs, Matthias; Bauckhage, Christian; Welke, Pascal, 2023

Published in: Machine Learning and Knowledge Discovery in Databases: Research Track. ECML PKDD 2023

Requirements for Generating Learning Environments for Autonomous Systems Behavior in a Digital Continuum

Murrenhoff, Anike, 2023

Published in: Progress in Material Handling Research

Published in: Progress in Material Handling Research

Dataset Bias in Human Activity Recognition

Nair, Nilah Ravi; Schmid, Lena; Rueda, Fernando Moya; Pauly, Markus; Fink, Gernot A.; Reining, Christopher, 2023

Published in: arXiv

Style Locality for Controllable Generation with kNN Language Models

Nawezi, Gilles; Flek, Lucie; Welch, Charlie, 2023

Published in: Proceedings of the 1st Workshop on Taming Large Language Models: Controllability in the era of Interactive Assistants!

Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers

Nowak, Sebastian; Schneider, Helen; Layer, Yannik C.; Theis, Maike; Biesner, David; Block, Wolfgang; Wulff, Benjamin; Attenberger, Ulrike I.; Sifa, Rafet; Sprinkart, Alois M., 2023

Published in: European radiology

Temporal Consistent 3D LiDAR Representation Learning for Semantic Perception in Autonomous Driving

Nunes, Lucas; Wiesmann, Louis; Marcuzzi, Rodrigo; Chen, Xieyuanli; Behley, Jens; Stachniss, Cyrill, 2023

Published in: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

A Higher-Order Temporal H-Index for Evolving Networks

Oettershagen, Lutz; Kriege, Nils M.; Mutzel, Petra, 2023

Published in: KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining