9 citations · 14 across the 12 of their papers we have counts for
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math.ST2023
Algebraic Sparse Factor Analysis
Mathias Drton, Alexandros Grosdos, Irem Portakal +1
Factor analysis is a statistical technique that explains correlations among observed random variables with the help of a smaller number of unobserved factors. In traditional full f…
stat.ML2023★ 9 cited
Unpaired Multi-Domain Causal Representation Learning
Nils Sturma, Chandler Squires, Mathias Drton +1
The goal of causal representation learning is to find a representation of data that consists of causally related latent variables. We consider a setup where one has access to data…