Researcher Portfolio
Oliver, Carlos
Borgwardt, Karsten / Machine Learning and Systems Biology, Max Planck Institute of Biochemistry, Max Planck Society
Researcher Profile
Position: Borgwardt, Karsten / Machine Learning and Systems Biology, Max Planck Institute of Biochemistry, Max Planck Society
Researcher ID: https://pure.mpg.de/cone/persons/resource/persons294075
Publications
: Chen, D., Hartout, P., Pellizzoni, P., Oliver, C., & Borgwardt, K. (2024). Endowing protein language models with structural knowledge. arXiv: Condensed Matter-Materials Science. doi:10.48550/arXiv.2401.14819. [PubMan] : Pellizzoni, P., Oliver, C., & Borgwardt, K. (2024). Structure- and function-aware substitution matrices via learnable graph matching. Research in Computational Molecular Biology (RECOMB 2024). Lecture Notes in Computer Science, Vol. 14758, 288-307. doi:10.1007/978-1-0716-3989-4_18. [PubMan] : Visonà, G., Duroux, D., Miranda, L., Sükei, E., Li, Y., Borgwardt, K., & Oliver, C. (2023). Multimodal learning in clinical proteomics: Enhancing antimicrobial resistance prediction models with chemical information. Bioinformatics, 39(12): btad717. doi:10.1093/bioinformatics/btad717. [PubMan] : Kucera, T., Oliver, C., Chen, D., & Borgwardt, K. (2023). ProteinShake Building datasets and benchmarks for deep learning on protein structures. Advances in Neural Information Processing Systems 36 (NeurIPS 2023). [PubMan]