The Counterfactual-Shapley Value: Attributing Change in System Metrics

Amit Sharma, Hua Li, Jian Jiao

Given an unexpected change in the output metric of a large-scale system, it is important to answer why the change occurred: which inputs caused the change in metric? A key componen…