20102019

Research output per year

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Research Output

  • 6 Article
  • 1 Doctoral Thesis
  • 1 Working paper
2019

Discovering heritable modes of MEG spectral power

Leppäaho, E., Renvall, H., Salmela, E., Kere, J., Salmelin, R. & Kaski, S., 1 Apr 2019, In : Human Brain Mapping . 40, 5, p. 1391-1402 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
104 Downloads (Pure)

Distributed Bayesian matrix factorization with limited communication

Qin, X., Blomstedt, P., Leppäaho, E., Parviainen, P. & Kaski, S., 1 Jan 2019, In : Machine Learning. p. 1-26

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
105 Downloads (Pure)
2018

Bayesian Multi-View Factor Models for Drug Response and Brain Imaging Studies

Leppäaho, E., 2018, Aalto University. 168 p.

Research output: ThesisDoctoral ThesisCollection of Articles

Open Access
2017

GFA: Exploratory Analysis of Multiple Data Sources with Group Factor Analysis

Leppäaho, E., Ammad-ud-din, M. & Kaski, S., 2017, In : Journal of Machine Learning Research. 18, p. 1-5 5 p., 39.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
4 Citations (Scopus)
182 Downloads (Pure)
2016

Bayesian multi-tensor factorization

Khan, S., Leppäaho, E. & Kaski, S., Nov 2016, In : Machine Learning. 105, 2, p. 233-253 21 p.

Research output: Contribution to journalArticleScientificpeer-review

15 Citations (Scopus)

Sparse group factor analysis for biclustering of multiple data sources

Bunte, K., Leppäaho, E., Saarinen, I. & Kaski, S., 15 Aug 2016, In : Bioinformatics. 32, 16, p. 2457-2463 7 p.

Research output: Contribution to journalArticleScientificpeer-review

13 Citations (Scopus)
2015

Group Factor Analysis

Klami, A., Virtanen, S., Leppäaho, E. & Kaski, S., 2015, In : IEEE Transactions on Neural Networks. 26, 9, p. 2136-2147

Research output: Contribution to journalArticleScientificpeer-review

30 Citations (Scopus)