19 citations
- 3C InstituteUS1 paper
- Aalto UniversityFI1 paper
- Carnegie Mellon UniversityUS1 paper
- Centre Inria de SaclayFR1 paper
- Finnish Institute of Occupational HealthFI1 paper
- Laboratoire de Géologie de l’École Normale SupérieureFR1 paper
- Naver (South Korea)KR1 paper
- Université Paris-SaclayFR1 paper
- University College LondonGB1 paper
- University of BremenDE1 paper
- University of LaplandFI1 paper
- Yale UniversityUS1 paper
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stat.ML2021
Adaptive Multi-View ICA: Estimation of noise levels for optimal inference
Hugo Richard, Pierre Ablin, Aapo Hyvärinen +2
We consider a multi-view learning problem known as group independent component analysis (group ICA), where the goal is to recover shared independent sources from many views. The st…
stat.ML2019★ 13 cited
Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA
Ricardo Pio Monti, Kun Zhang, Aapo Hyvarinen
We consider the problem of inferring causal relationships between two or more passively observed variables. While the problem of such causal discovery has been extensively studied…