2024 Bordne P, Hasan MA, Bergman E, Awad N, Biedenkapp A. CANDID DAC: Leveraging Coupled Action Dimensions with Importance Differences in DAC, arXiv. Jul 2024.
Schrodi S, Schur J, Argus M, Brox T. Concept Bottleneck Models Without Predefined Concepts, arXiv. Jul 2024.
Behrens M, Farhadizadeh M, Rohde A, Rühle A, Nicolay NH, Binder H, Zöller D. Improving prediction models by incorporating external data with weights based on similarity, arXiv. May 2024.
Bergman E, Purucker L, Hutter F. Don’t Waste Your Time: Early Stopping Cross-Validation, arXiv. May 2024.
Dette H, Koletzko L, Bretz F. Testing for similarity of dose response in multi-regional clinical trials, arXiv. Apr 2024.
Reimer‐Taschenbrecker A, Hess M, […], Has C. IL‐6 levels dominate the serum cytokine signature of severe epidermolysis bullosa: A prospective cohort study, J Eur Acad Dermatol Venereol. Feb 2024.
Hackenberg M, Brunn N, Vogel T, Binder H. Infusing structural assumptions into dimension reduction for single-cell RNA sequencing data to identify small gene sets, bioRxiv. Feb 2024.
Franke JK, Runge F, Koeksal R, Backofen R, Hutter F. RNAformer: A Simple Yet Effective Deep Learning Model for RNA Secondary Structure Prediction, bioRxiv. Feb 2024.
Ging S, Bravo MA, Brox T. Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy, arXiv. Feb 2024.
Möllenhoff K, Binder N, Dette H. Testing similarity of parametric competing risks models for identifying potentially similar pathways in healthcare, arXiv. Jan 2024.
2023 Hackenberg M, Pechmann A, Kreutz C, Kirschner J, Binder H. A statistical approach to latent dynamic modeling with differential equations. arXiv. Nov 2023.