The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data

Amanda Gentzel, Dan Garant, David Jensen

Neural Information Processing Systems 

We survey the current practice in evaluation and show that the techniques we recommend are rarely used in practice.

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