Neuroinformatics research group / Aapo Hyvärinen

  • PL 68 (Gustaf Hällströmin katu 2b), B326

    HELSINGIN YLIOPISTO

    Finland

International and National Collaboration Publications and projects within past five years.

Projects 2014 2017

Center of Excellence on Inverse Problems

Lassas, M., Siltanen, S. & Hyvärinen, A.

24/11/201431/12/2017

Project: Research project

Publications 1999 2018

A Unified Probabilistic Model for Learning Latent Factors and Their Connectivities from High-Dimensional Data

Monti, R. P. & Hyvärinen, A., 6 Aug 2018, Uncertainty in Artificial Intelligence: Proceedings of the Thirty-Fourth Conference (2018). Globerson, A. & Silva, R. (eds.). Oregon: AUAI Press, p. 300-309 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios

Sasaki, H., Kanamori, T., Hyvärinen, A., Niu, G. & Sugiyama, M., 2018, In : Journal of Machine Learning Research. 18, 47 p., 1.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

A mixture of sparse coding models explaining properties of face neurons related to holistic and parts-based processing

Hosoya, H. & Hyvärinen, A., Jul 2017, In : PLoS Computational Biology. 13, 7, 27 p., 1005667.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Collaborative roles of Temporoparietal Junction and Dorsolateral Prefrontal Cortex in Different Types of Behavioural Flexibility

Tei, S., Fujino, J., Kawada, R., Jankowski, K. F., Kauppi, J-P., van den Bos, W., Abe, N., Sugihara, G., Miyata, J., Murai, T. & Takahashi, H., 25 Jul 2017, In : Scientific Reports. 7, 8 p., 6415.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Functional Brain Segmentation Using Inter-Subject Correlation in fMRI

Kauppi, J-P., Pajula, J., Niemi, J., Hari, R. & Tohka, J., May 2017, In : Human Brain Mapping. 38, 5, p. 2643-2665 23 p.

Research output: Contribution to journalArticleScientificpeer-review

Activities 2004 2018

Area Chair: NIPS 2018 (Event)

Aapo Hyvärinen (Programme Committee Member)
2018

Activity: Publication peer-review and editorial work typesPeer review of manuscripts

Area Chair: ICML 2018 (Event)

Aapo Hyvärinen (Programme Committee Member)
2018

Activity: Publication peer-review and editorial work typesPeer review of manuscripts

32nd Annual Conference on Neural Information Processing Systems (Event)

Aapo Hyvärinen (Board member)
2018

Activity: Membership typesMembership or other role in national/international committee, council, board

Invited Talk at Cambridge CBL

Aapo Hyvärinen (Speaker)
3 May 2017

Activity: Talk or presentation typesInvited talk

ICLR2017 Area Chair (Event)

Aapo Hyvärinen (Chair)
2017 → …

Activity: Membership typesMembership or other role in national/international committee, council, board

Prizes

Highly Cited researcher

Aapo Hyvärinen (Recipient), 2010

Prize: Prizes and awards