Provable Guarantees on the Robustness of Decision Rules to Causal Interventions.

Benjie Wang Clare Lyle Marta Kwiatkowska

Published in: IJCAI (2021)

Keyphrases

decision rules
rough sets
positive and negative
decision trees
rough set theory
statistical decision theory
decision table
rough set model
causal bayesian networks
rough sets theory
approximation guarantees
rule sets
causal relationships
greedy algorithm
rule induction
causal networks
possibilistic networks