MAX-Sensitivity and AVG-Sensitivity report near-perfect stability on randomly generated explanations and predictions, failing a simple random-output sanity test.
Advances in neural information processing systems 31 (2018)
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Meta-evaluating stability measures: MAX-Senstivity & AVG-Sensitivity
MAX-Sensitivity and AVG-Sensitivity report near-perfect stability on randomly generated explanations and predictions, failing a simple random-output sanity test.