Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder

Michael Bereket, Theofanis Karaletsos

Generative models of observations under interventions have been a vibrant topic of interest across machine learning and the sciences in recent years. For example, in drug discovery…