Personal profile
Education/Academic qualification
Doctoral degree, Natural Sciences, University of Cambridge
Award Date: 31 Dec 2017
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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Computational modeling enables individual assessment of postprandial glucose and insulin responses after bariatric surgery
Poyraz, O., Heinonen, S., John, S. T., Saarinen, T., Juuti, A., Marttinen, P. & Pietiläinen, K. H., Dec 2025, In: Communications Medicine. 5, 1, p. 1-11 11 p., 434.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)1 Downloads (Pure) -
Identifying latent state transitions in non-linear dynamical systems
Hızlı, Ç., Yıldız, Ç., Bethge, M., John, S. T. & Marttinen, P., 2025, 13th International Conference on Learning Representations, ICLR 2025. Curran Associates Inc., p. 27529-27558 30 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile8 Downloads (Pure) -
Challenges in interpretability of additive models
Zhang, X., Martinelli, J. & John, T., 2024.Research output: Contribution to conference › Paper › Scientific › peer-review
Open AccessFile120 Downloads (Pure) -
Learning relevant contextual variables within Bayesian optimization
Martinelli, J., Bharti, A., Tiihonen, A., John, S. T., Filstroff, L., Sloman, S. J., Rinke, P. & Kaski, S., 2024, Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence. JMLR, Vol. 244. p. 2450-2470 (Proceedings of Machine Learning Research; vol. 244).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
LLaMA-Annotate—Visualizing Token-Level Confidences for LLMs
Schultheis, E. & John, S. T., 1 Sept 2024, Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track - European Conference, ECML PKDD 2024, Proceedings. Bifet, A., Daniušis, P., Davis, J., Krilavičius, T., Kull, M., Ntoutsi, E., Puolamäki, K. & Žliobaitė, I. (eds.). Springer, p. 424-428 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14948 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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-: FCAI Flagship 2, 2025-2026, FCAI
Kaski, S. (Principal investigator), Varshney, S. (Project Member), Sinaga, M. (Project Member), Turkulainen, M. (Project Member), Gröhn, T. (Project Member), Müller, A. (Project Member), Zhao, G. (Project Member), Nikitin, A. (Project Member), Mentu, S. (Project Member), Pouplin, A. (Project Member), Kallioinen, N. (Project Member), Katt, S. (Project Member), Kujanpää, K. (Project Member), Kim, N. H. (Project Member), Zhang, L. (Project Member), Alakuijala, M. (Project Member), Huang, D. (Project Member), Shaw, E. (Project Member), John, T. (Project Member), Vali, M. H. (Project Member), RahimiNasab, Z. (Project Member), Saif, A. (Project Member), Martin, O. (Project Member), Riha, A. (Project Member), Karczewski, R. (Project Member) & Verma, Y. (Project Member)
01/01/2025 → 31/12/2026
Project: RCF Flagship
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CLISHEAT/Marttinen: Green and digital healthcare
Marttinen, P. (Principal investigator), Gao, Y. (Project Member), Moen, H. (Project Member) & John, T. (Project Member)
EU The Recovery and Resilience Facility (RRF)
01/01/2023 → 31/12/2025
Project: RCF Academy Project targeted call
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-: FCAI Flagship 2
Kaski, S. (Principal investigator), Holanda De Souza Junior, A. (Project Member), Bharti, A. (Project Member), Carter, D. (Project Member), Zhu, S. (Project Member), Riha, A. (Project Member), Kallioinen, N. (Project Member), Smirnov, M. (Project Member), Sinaga, M. (Project Member), Nikitin, A. (Project Member), Sevilla Salcedo, C. (Project Member), Shaw, E. (Project Member), Kim, N. H. (Project Member), Gröhn, T. (Project Member), Varshney, S. (Project Member), Karczewski, R. (Project Member), Klasson, M. (Project Member), John, T. (Project Member), Pouplin, A. (Project Member), Zhao, G. (Project Member), Turkulainen, M. (Project Member), Alakuijala, M. (Project Member), Huang, D. (Project Member), RahimiNasab, Z. (Project Member), Kujanpää, K. (Project Member), Raj, V. (Project Member), Tiulpin, A. (Project Member), Katt, S. (Project Member), McGreavy, C. (Project Member), Dainese, N. (Project Member) & Müller, A. (Project Member)
01/09/2022 → 31/01/2026
Project: RCF Flagship
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FCAI: Finnish Center for Artificial Intelligence (FCAI)
Kaski, S. (Principal investigator), John, T. (Project Member), Sevilla Salcedo, C. (Project Member), Tiulpin, A. (Project Member), McGreavy, C. (Project Member) & Shaw, E. (Project Member)
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
Activities
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International Conference on Learning Representations (Event)
John, T. (Reviewer)
2024Activity: Publication peer-review and editorial work types › Reviewer of conference article
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International Conference on Artificial Intelligence and Statistics (Event)
John, T. (Reviewer)
2024Activity: Publication peer-review and editorial work types › Reviewer of conference article
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Journal of Machine Learning Research (Journal)
John, T. (Reviewer)
2023Activity: Publication peer-review and editorial work types › Reviewer of scientific journal
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International Conference on Artificial Intelligence and Statistics (Event)
John, T. (Reviewer)
2023 → …Activity: Publication peer-review and editorial work types › Reviewer of conference article
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Conference on Neural Information Processing Systems (Event)
John, T. (Reviewer)
2023Activity: Publication peer-review and editorial work types › Reviewer of conference article