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Cost-effectively Identifying Causal Effect When Only Response Variable Observable
In many real tasks, we care about how to make decisions other than mere predictions on an event, e. g. how to increase the revenue next month instead of knowing it will drop.
Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable
In many real tasks, it is generally desired to study the causal effect on a specific target (response variable) only, with no need to identify the thorough causal effects involving all variables.
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