Projects per year
International and National Collaboration
Publications and projects within past five years.
Profiles
Projects
- 1 Finished
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Center of Excellence on Inverse Problems
Lassas, M. (Project manager), Siltanen, S. (Principal Investigator) & Hyvärinen, A. (Principal Investigator)
24/11/2014 → 31/12/2017
Project: Research project
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Improving source estimation of retinotopic MEG responses by combining data from multiple subjects
Hietala, P., Kurki, I. J. A., Hyvärinen, A. J. & Henriksson, L., 2024, In: Imaging Neuroscience. 2, p. 1-15 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Unsupervised representation learning of spontaneous MEG data with nonlinear ICA
Zhu, Y., Parviainen, T., Heinilä, E., Parkkonen, L. & Hyvärinen, A., 1 Jul 2023, In: NeuroImage. 274, 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits
Morioka, H., Calhoun, V. & Hyvarinen, A., Sept 2020, In: NeuroImage. 218, 17 p., 116989.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA
Monti, R. P., Zhang, K. & Hyvärinen, A., 2019, Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019. AUAI Press / Association for Uncertainty in Artificial Intelligence, 10 p. (Conference on Uncertainty in Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Estimation of Non-Normalized Mixture Models and Clustering Using Deep Representation
Matsuda, T. & Hyvärinen, A., 2019, The 22nd International Conference on Artificial Intelligence and Statistics, 16-18 April 2019. Chaudhuri, K. & Sugiyama , M. (eds.). Cambridge, MA: Journal of Machine Learning Research, p. 2555-2563 9 p. (Proceedings of Machine Learning Research; vol. 89).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
Activities
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Area Chair: NIPS 2018 (Event)
Hyvärinen, A. (Programme Committee Member)
2018Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Area Chair: ICML 2018 (Event)
Hyvärinen, A. (Programme Committee Member)
2018Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Invited Talk in Deep Learning Workshop (Berlin)
Hyvärinen, A. (Speaker)
25 Jun 2017 → 29 Jun 2017Activity: Talk or presentation types › Invited talk
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NIPS2017 Senior Area Chair (Event)
Hyvärinen, A. (Chair)
2017Activity: Membership types › Membership or other role in national/international committee, council, board
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Invited Talk at UC Berkeley
Hyvärinen, A. (Speaker)
12 Apr 2017Activity: Talk or presentation types › Invited talk