3 papers
cs.ET2026
An Economic Analysis of DNA-based Data Storage Systems
Alex El-Shaikh, Bernhard Seeger, Thomas Heinis
Deoxyribonucleic acid (DNA) remains stable for millennia without degradation, can store information at densities orders of magnitude higher than current technologies, and is enviro…
cs.DC2024
From Theory to Practice: Demonstrators of FAIR Data Spaces Across Different Sectors
Nikolaus Glombiewski, Zeyd Boukhers, Christian Beilschmidt +13
The principles of data spaces for sovereign data exchange across trusted organizations have so far mainly been adopted in business-to-business settings, and recently scaled to clou…
cs.LG2024
Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data
Sohaib Younis, Bernhard Seeger
Continual learning is a challenging problem in machine learning, especially for image classification tasks with imbalanced datasets. It becomes even more challenging when it involv…