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Predicting Drug Response with Multi-Task Gradient-Boosted Trees in Epilepsy2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Epilepsy research and treatment Open access
Christian M. Boßelmann, Roland Krause, Patrick May, Stefan Wolking, Gianpiero L. Cavalleri, Norman Delanty, +12 more
0citations -
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval2025 Annual Meeting of the Association for Computational Linguistics (ACL) conference-paper Computer Science Multimodal Machine Learning Applications Open access
Arian Askari, Emmanouil Stergiadis, Ilya Gusev, Moran Beladev
0citations -
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge2025 International Conference on Communications conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Aladin Djuhera, Vlad C. Andrei, Mohsen Pourghasemian, Haris Gacanin, Holger Boche, Walid Saad
0citations -
Graph neural networks for surfactant multi-property prediction2024 Colloids and Surfaces A Physicochemical and Engineering Aspects article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent
Christoforos Brozos, Jan G. Rittig, Elie Akanny, Christina Kohlmann, Alexander Mitsos
30citations -
The Bigger Fish: A Comparison of Meta-Learning QSAR Models on Low-Resourced Aquatic Toxicity Regression Tasks2023 Environmental Science & Technology article Computer Science Computational Drug Discovery Methods Open access
Thalea Schlender, Markus Viljanen, Jan N. van Rijn, Felix Mohr, Willie J.G.M. Peijnenburg, Holger H. Hoos, +2 more
43citations -
Dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access
Willem A. M. Wybo, Matthias C. Tsai, Viet Anh Tran, Bernd Illing, Jakob Jordan, Abigail Morrison, +1 more
6citations -
Large-Scale Modeling of Sparse Protein Kinase Activity Data2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Sohvi Luukkonen, Erik Meijer, Giovanni A. Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, +1 more
14citations