POEMS: Product of Experts for Interpretable Multi-omic Integration using Sparse Decoding

Mihriban Kocak Balik, Pekka Marttinen, Negar Safinianaini

Integrating different molecular layers, i.e., multiomics data, is crucial for unraveling the complexity of diseases; yet, most deep generative models either prioritize predictive p…