Lauri Parkkonen

Identifying dependent components from multi-domain linear mixtures

We study a linear mixing model with dependent latent components, assuming multiple data domains. Most existing models assume that the components are independent or at least uncorrelated, in line with independent component analysis (ICA). Some recent work allows for dependent components, but then mak…