469 citations · 703 across the 23 of their papers we have counts for
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stat.ML2022★ 4 cited
Encoding Domain Knowledge in Multi-view Latent Variable Models: A Bayesian Approach with Structured Sparsity
Arber Qoku, Florian Buettner
Many real-world systems are described not only by data from a single source but via multiple data views. In genomic medicine, for instance, patients can be characterized by data fr…
stat.ML2021
Encoding Domain Information with Sparse Priors for Inferring Explainable Latent Variables
Arber Qoku, Florian Buettner
Latent variable models are powerful statistical tools that can uncover relevant variation between patients or cells, by inferring unobserved hidden states from observable high-dime…