Efficient Causal Unit Selection using Tractable Arithmetic Circuits

The core message of this paper is that causal unit selection, which aims to find objects that optimize a causal objective function, can be efficiently solved using tractable arithmetic circuits (ACs) in linear time, in contrast to the exponential time required by the state-of-the-art variable elimination approach.