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DeepPINK:reproduciblefeatureselectionindeep neuralnetworks

Neural Information Processing Systems

Analogously,if afinancial transaction is flagged to be fraudulent, then the security teams want to knowwhich activities orbehaviorsledtotheflagging.





DeepCounterfactualEstimationwithCategorical BackgroundVariables

Neural Information Processing Systems

Typically,givenanindividual,atreatmentassignment,andatreatmentoutcome, the counterfactual question asks what would have happened to that individual, had it been given anothertreatment,everythingelsebeingequal.