Leona Hennig

According to our database, Leona Hennig authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

carps: A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

Carolin Benjamins, Helena Graf, Sarah Segel, Difan Deng, Tim Ruhkopf, Leona Hennig, Soham Basu, Neeratyoy Mallik, Edward Bergman, Deyao Chen, François Clément, Matthias Feurer, Katharina Eggensperger, Frank Hutter, Carola Doerr, Marius Lindauer

CoRR, June, 2025

Auto-nnU-Net: Towards Automated Medical Image Segmentation.

Jannis Becktepe, Leona Hennig, Steffen Oeltze-Jafra, Marius Lindauer

CoRR, May, 2025

Guidelines for the Quality Assessment of Energy-Aware NAS Benchmarks.

Nick Kocher, Christian Wassermann, Leona Hennig, Jonas Seng, Holger H. Hoos, Kristian Kersting, Marius Lindauer, Matthias S. Müller

CoRR, May, 2025

Leveraging AutoML for Sustainable Deep Learning: A Multi- Objective HPO Approach on Deep Shift Neural Networks.

Leona Hennig, Marius Lindauer

Trans. Mach. Learn. Res., 2025

2024

Towards Leveraging AutoML for Sustainable Deep Learning: A Multi-Objective HPO Approach on Deep Shift Neural Networks.

Leona Hennig, Tanja Tornede, Marius Lindauer

CoRR, 2024