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cs.AI2022
Variation-based Cause Effect Identification
Mohamed Amine ben Salem, Karim Said Barsim, Bin Yang
Mining genuine mechanisms underlying the complex data generation process in real-world systems is a fundamental step in promoting interpretability of, and thus trust in, data-drive…
cs.LG2022
Validation of Composite Systems by Discrepancy Propagation
David Reeb, Kanil Patel, Karim Barsim +2
Assessing the validity of a real-world system with respect to given quality criteria is a common yet costly task in industrial applications due to the vast number of required real-…