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cs.LG2025
Forest-Guided Clustering -- Shedding Light into the Random Forest Black Box
Lisa Barros de Andrade e Sousa, Gregor Miller, Ronan Le Gleut +3
As machine learning models are increasingly deployed in sensitive application areas, the demand for interpretable and trustworthy decision-making has increased. Random Forests (RF)…
cs.LG2024
OneProt: Towards Multi-Modal Protein Foundation Models
Klemens Flöge, Srisruthi Udayakumar, Johanna Sommer +8
Recent advances in Artificial Intelligence have enabled multi-modal systems to model and translate diverse information spaces. Extending beyond text and vision, we introduce OnePro…