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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Paul-Christian Burkner
- Department of Computer Science - Visitor (Faculty)
- Professorship Vehtari Aki - Visitor (Faculty)
Person: Visiting Scholar
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Guangzhao Cheng
- School common, SCI
- Department of Computer Science - Doctoral Researcher
- Professorship Vehtari Aki - Doctoral Researcher
Person: Doctoral students, Doctoral Student
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Lu Cheng
- Department of Computer Science - Academy Research Fellow
- Professorship Vehtari Aki - Academy Research Fellow
Person: Postdoctoral researchers
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An importance sampling approach for reliable and efficient inference in Bayesian ordinary differential equation models
Timonen, J., Siccha, N., Bales, B., Lähdesmäki, H. & Vehtari, A., 18 Sept 2023, In: Stat. 12, 1, e614.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Downloads (Pure) -
A Review of Applications of the Bayes Factor in Psychological Research
Heck, D. W., Boehm, U., Böing-Messing, F., Bürkner, P. C., Derks, K., Dienes, Z., Fu, Q., Gu, X., Karimova, D., Kiers, H. A. L., Klugkist, I., Kuiper, R. M., Lee, M. D., Leenders, R., Leplaa, H. J., Linde, M., Ly, A., Meijerink-Bosman, M., Moerbeek, M., Mulder, J., & 11 others, 2023, In: Psychological Methods. 28, 3, p. 558–579 22 p., 0000454.Research output: Contribution to journal › Review Article › peer-review
Open Access25 Citations (Scopus) -
Bird tolerance to humans in open tropical ecosystems
Mikula, P., Tomášek, O., Romportl, D., Aikins, T. K., Avendaño, J. E., Braimoh-Azaki, B. D. A., Chaskda, A., Cresswell, W., Cunningham, S. J., Dale, S., Favoretto, G. R., Floyd, K. S., Glover, H., Grim, T., Henry, D. A. W., Holmern, T., Hromada, M., Iwajomo, S. B., Lilleyman, A., Magige, F. J., & 27 others, Dec 2023, In: Nature Communications. 14, 1, p. 1-10 10 p., 2146.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)5 Downloads (Pure)
Datasets
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geostan: An R package for Bayesian spatial analysis
Donegan, C. (Creator), Morris, M. (Contributor) & Johnson, A. (Contributor), Zenodo, 2022
DOI: 10.5281/zenodo.7311715, https://zenodo.org/record/7311716
Dataset: Software or code
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firedrakeproject/petsc4py: The Python interface to PETSc
Dalcin, L. (Creator), Mitchell, L. (Creator), Brown, J. (Creator), Balay, S. (Creator), Farrell, P. E. (Creator), Lange, M. (Creator), Gouarin, L. (Creator), Smith, B. (Creator), Beucher, R. (Creator), Knepley, M. (Creator), Zampini, S. (Creator), Karpeyev, D. (Creator), Wells, G. N. (Creator), Faibussowitsch, J. (Creator), Ham, D. A. (Creator), Yashchuk, I. (Creator), Wechsung, F. (Creator), Zhang, H. (Creator), Funke, S. W. (Creator), Ahmadia, A. (Creator), Sanan, P. (Creator), Barral, N. (Creator), Nixon-Hill, R. W. (Creator), Mather, B. (Creator), Costamagna, G. (Creator) & Blechta, J. (Creator), Zenodo, 2021
DOI: 10.5281/zenodo.594393, https://zenodo.org/record/4701659
Dataset: Software or code
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IvanYashchuk/fenics-pymc3: Release v1.0.0
Yashchuk, I. (Creator), Zenodo, 2020
DOI: 10.5281/zenodo.3985802, https://zenodo.org/record/3985803
Dataset: Software or code
Prizes
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2016 De Groot Prize
Vehtari, Aki (Recipient), 16 Jun 2016
Prize: Award or honor granted for a specific work
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Grand Challenge: Interaction of small and large scale galactic dynamos
Gent, Frederick (Recipient), Mac Low, Mordecai-Mark (Recipient), Korpi-Lagg, Maarit (Recipient) & Singh, Nishant K. (Recipient), 15 Jun 2018
Prize: Award or honor granted for a specific work
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Member of the winning team (Särkkä, Vehtari & Lampinen) in Time Series Prediction Competition - The CATS Benchmark 2004
Vehtari, Aki (Recipient), 2004
Prize: Invitation or ranking in competition
Activities
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Detecting prior and likelihood sensitivity with power-scaling
Noa Kallioinen (Speaker)
27 Jun 2022Activity: Talk or presentation types › Invited academic talk
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Leave-One-Out Cross-Validation for large data
Måns Magnusson (Speaker)
6 Feb 2019Activity: Talk or presentation types › Invited academic talk
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Conference on Neural Information Processing Systems (Event)
Måns Magnusson (Reviewer)
1 Aug 2019 → 31 Aug 2019Activity: Publication peer-review and editorial work types › Reviewer of conference article
Press/Media
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Robust Bayesian Inference: variable and structure selection and variational inference
20/10/2023
1 item of Media coverage
Press/Media: Media appearance
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Best doctoral theses and master's theses 2022 in the School of Science awarded
Aki Vehtari, Hanna-Leena Halme, Juha Kinnunen, Lauri Parkkonen, J.P. Pekola, Bayan Karimi, Aristides Gionis, Henri Schildt & Sabrina Maniscalco
21/03/2023
1 item of Media coverage
Press/Media: Media appearance
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New Statistics and Computing Study Findings Have Been Reported by Investigators at Aalto University (Practical Hilbert Space Approximate Bayesian Gaussian Processes for Probabilistic Programming)
03/02/2023
1 item of Media coverage
Press/Media: Media appearance