Prediction under Latent Subgroup Shifts with High-Dimensional Observations

William I. Walker, Arthur Gretton, Maneesh Sahani

We introduce a new approach to prediction in graphical models with latent-shift adaptation, i.e., where source and target environments differ in the distribution of an unobserved c…