Cross-View Latent Integration via Nonparametric Gamma Shrinkage Factor Analysis
Hassan Akell, Małgorzata Łazȩcka, Dinesh Adhithya Haridoss, Miriam Urban, Eike Staub, Ewa Szczurek
CLING is a multi-view factor model that improves factor and loading recovery in multi-omic data by using nonparametric Gamma shrinkage, outperforming baselines on synthetic and real datasets.
bioRxiv · Jan 2, 2026 · PreprintBioinformatics