Research output per year
Research output per year
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. Our work contributes towards the following SDG(s):
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Ayush Bharti
- Department of Computer Science - Academy Research Fellow
- Probabilistic Machine Learning - Academy Research Fellow
- Professorship Kaski Samuel - Academy Research Fellow
Person: Postdoctoral researchers
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Alex Hämäläinen
- School of Science
- Department of Computer Science - Doctoral Researcher
- Probabilistic Machine Learning - Doctoral Researcher
- Professorship Kaski Samuel - Doctoral Researcher
Person: Doctoral students, Doctoral Student
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Markus Heinonen
- Department of Computer Science - Visitor (Faculty)
- Professorship Kaski Samuel - Visitor (Faculty)
- Professorship Lähdesmäki Harri - Visitor (Faculty), Academy Research Fellow
- Probabilistic Machine Learning - Visitor (Faculty), Academy Research Fellow
Person: Postdoctoral researchers, Visiting Scholar
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Active Learning of Molecular Data for Task-Specific Objectives
Ghosh, K., Todorovic, M., Vehtari, A. & Rinke, P., 7 Jan 2025, In: Journal of Chemical Physics. 162, 1, 014103.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)35 Downloads (Pure) -
Advances in projection predictive inference
McLatchie, Y., Rögnvaldsson, S., Weber, F. & Vehtari, A., 2025, In: Statistical Science. 40, 1, p. 128-147 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)85 Downloads (Pure) -
Amortized Bayesian Experimental Design for Decision-Making
Huang, D., Guo, Y., Acerbi, L. & Kaski, S., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Curran Associates Inc., 20 p. (Advances in Neural Information Processing Systems; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access
Datasets
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Modeling binding specificities of transcription factor pairs with random forests
Antikainen, A. A. (Creator), Heinonen, M. (Creator) & Lähdesmäki, H. (Creator), figshare, 2022
DOI: 10.6084/m9.figshare.c.6031779.v1, https://springernature.figshare.com/collections/Modeling_binding_specificities_of_transcription_factor_pairs_with_random_forests/6031779/1 and 2 more links, https://doi.org/10.6084/m9.figshare.20003418.v1, https://doi.org/10.6084/m9.figshare.20003421.v1 (show fewer)
Dataset
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arviz-devs/EABM: v0.1.0
Martin, O. A. (Creator) & Abril-Pla, O. (Creator), Zenodo, 2 Apr 2025
Dataset: Software or code
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Identification of multiplicatively acting modulatory mutational signatures in cancer
Kičiatovas, D. (Creator), Guo, Q. (Creator), Kailas, M. (Creator), Pesonen, H. (Creator), Corander, J. (Creator), Kaski, S. (Creator), Pitkänen, E. (Creator) & Mustonen, V. (Creator), figshare, 13 Apr 2023
DOI: 10.6084/m9.figshare.c.6579047, https://springernature.figshare.com/collections/Identification_of_multiplicatively_acting_modulatory_mutational_signatures_in_cancer/6579047
Dataset
Prizes
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Aalto SCI Award 2018 for Innovation of the year
Kaski, S. (Recipient), 2018
Prize: Award or honor granted for a specific work
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Academy Professor
Kaski, S. (Recipient), 2016
Prize: Award or honor granted for academic or artistic career
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Best Student Paper
Mamitsuka, H. (Recipient), 5 Dec 2018
Prize: Award or honor granted for a specific work
Activities
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The Finnish AI Landscape
Kaski, S. (Speaker)
2025Activity: Talk or presentation types › Academic keynote or plenary lecture
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Tekoäly ja tulevaisuus
Kaski, S. (Speaker)
2024Activity: Talk or presentation types › Public talk to non-academic audience (public outreach)
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Alustus valtioneuvoston esikuntaverkoston työpajassa
Kaski, S. (Speaker)
20 Mar 2024Activity: Talk or presentation types › Public talk to non-academic audience (public outreach)
Press/Media
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Suomi ja Sarlin satsasivat uuteen tekoälyinstituuttiin – Toiveiden ristiriita näkyy tutkimuksen ja tuotekehityksen rajalla
17/11/2025
1 item of Media coverage
Press/Media: Media appearance
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VTT joined the Finnish ELLIS Institute
15/09/2025
1 item of Media coverage
Press/Media: Media appearance
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Aalto-yliopiston professori: Näin tekoälyyn jokaisen kannattaa varautua
10/08/2025
1 item of Media coverage
Press/Media: Media appearance