BUse Case Algorithms Weprovidemoredetailedalgorithmstodescribehowthedatasetisgeneratedfortheforward simulationandcounterfactualreasoningusecases. 13
–Neural Information Processing Systems
Theauthorsevaluate 5 explanationsinthispaper: 2 (LIME, Anchors) arewell-known, open-sourceexplanationsand 3 (Prototype, DB, and Composite) are bespokeexplanations. However, whenprovidedwithsaliencymaps (e.g., Gradient, Integrated Gradient), theagentaccuracy is 50 65%, despiteattemptstoablatethe CNNarchitecture.
Neural Information Processing Systems
Feb-7-2026, 10:23:29 GMT