Mateja Jamnik

代表成果

• Dong, T., Jamnik, M. and Liò, P., 2025 (Published online). Neural Reasoning for Sure Through Constructing Explainable Models Proceedings of the AAAI Conference on Artificial Intelligence, v. 39 Doi: 10.1609/aaai.v39i11.33262
• Komorowska, UJ., Vargas, F., Rondina, A., Lio, P. and Jamnik, M., 2025 (Accepted for publication). NMA-tune: Generating Highly Designable and Dynamics Aware Protein Backbones Doi: 10.17863/CAM.119938
• Hemker, K., Simidjievski, N. and Jamnik, M., 2025 (Accepted for publication). Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine Doi: http://doi.org/10.17863/CAM.117032
• Matjasec, U., Simidjievski, N. and Jamnik, M., 2025. RO-FIGS: Efficient and Expressive Tree-Based Ensembles for Tabular Data 2025 IEEE Symposium on Trustworthy Explainable and Responsible Computational Intelligence Citrex 2025, Doi: 10.1109/CITREx64975.2025.10974939
• Espinoza Zarlenga, M., Dominici, G., Barbiero, P., Shams, Z. and Jamnik, M., 2025. Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
• Matjasec, U., Simidjievski, N. and Jamnik, M., 2025. RO-FIGS: Efficient and Expressive Tree-Based Ensembles for Tabular Data 2025 IEEE Symposium on Trustworthy Explainable and Responsible Computational Intelligence Citrex 2025, Doi: 10.1109/CITREx64975.2025.10974939
• Espinosa Zarlenga, M., Sankaranarayanan, S., Andrews, JTA., Shams, Z., Jamnik, M. and Xiang, A., 2025. Efficient Bias Mitigation Without Privileged Information Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, v. 15130 LNCS Doi: http://doi.org/10.1007/978-3-031-73220-1_9
• Wenderoth, L., Hemker, K., Simidjievski, N. and Jamnik, M., 2025. Measuring Cross-Modal Interactions in Multimodal Models Proceedings of the Aaai Conference on Artificial Intelligence, v. 39 Doi: http://doi.org/10.1609/aaai.v39i20.35452
• Wenderoth, L., Hemker, K., Simidjievski, N. and Jamnik, M., 2025. Measuring Cross-Modal Interactions in Multimodal Models. AAAI,
• Dong, T., Jamnik, M. and Liò, P., 2025. Neural Reasoning for Sure Through Constructing Explainable Models Proceedings of the Aaai Conference on Artificial Intelligence, v. 39 Doi: 10.1609/aaai.v39i11.33262