Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling

Romain Lopez, Nataša Tagasovska, Stephen Ra +3

Latent variable models such as the Variational Auto-Encoder (VAE) have become a go-to tool for analyzing biological data, especially in the field of single-cell genomics. One remai…