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Collaborations and top research areas from the last five years
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Data-driven discovery of digital twins in biomedical research
Métayer, C., Ballesta, A. & Martinelli, J., 1 Jan 2026, In: Briefings in Bioinformatics. 27, 1, p. 1-24 24 p., bbaf722.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile3 Downloads (Pure) -
PABBO: Preferential Amortized Black-Box Optimization
Zhang, X., Huang, D., Kaski, S. & Martinelli, J., 2025, 13th International Conference on Learning Representations, ICLR 2025. Curran Associates Inc., p. 98689-98713 25 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile15 Downloads (Pure) -
Proxy-informed Bayesian transfer learning with unknown sources
Sloman, S. J., Martinelli, J. & Kaski, S., 2025, In: Proceedings of Machine Learning Research. 286, p. 3958-3967 10 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile18 Downloads (Pure) -
Robust and Computation-Aware Gaussian Processes : Robust and Computation-Aware Gaussian Processes
Sinaga, M., Martinelli, J. & Kaski, S., 18 Sept 2025, (Accepted/In press) The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025). San DiegoResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Bayesian Active Learning in the Presence of Nuisance Parameters
Sloman, S. J., Bharti, A., Martinelli, J. & Kaski, S., 2024, Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence. JMLR, Vol. 244. p. 3245-3263 (Proceedings of Machine Learning Research; vol. 244).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access
Projects
- 1 Finished
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HEALED/Kaski S.: Human-steered next-generation machine learning for reviving drug design (HEALED)
Kaski, S. (Principal investigator), Masood, A. (Project Member), Stefanović, O. (Project Member), Zhang, X. (Project Member), Naumov, A. (Project Member), Barabanshchikova, P. (Project Member), Soumi, R. (Project Member), Guo, Y. (Project Member), Nguyen, B. (Project Member), Nahal, Y. (Project Member), Zhu, L. (Project Member) & Martinelli, J. (Project Member)
01/09/2021 → 31/08/2025
Project: RCF Academy Project