activity
20202023
most citedModeling Shared Responses in Neuroimaging Studies through MultiView ICA

6 citations · 7 across the 4 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 1 cited

Binary Independent Component Analysis: A Non-stationarity-based Approach

Antti Hyttinen, Vitória Barin-Pacela, Aapo Hyvärinen

We consider independent component analysis of binary data. While fundamental in practice, this case has been much less developed than ICA for continuous data. We start by assuming…

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…