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Causal Unit Selection using Tractable Arithmetic Circuits
The unit selection problem aims to find objects, called units, that optimize a causal objective function which describes the objects' behavior in a causal context (e. g., selecting customers who are about to churn but would most likely change their mind if encouraged).
An Algorithm and Complexity Results for Causal Unit Selection
The unit selection problem aims to identify objects, called units, that are most likely to exhibit a desired mode of behavior when subjected to stimuli (e. g., customers who are about to churn but would change their mind if encouraged).
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