UGCE reuses and repairs an evolved population of counterfactuals when user constraints change, cutting runtime versus recomputing from scratch, though success rates drop on some datasets.
Benchmarking and survey of explanation methods for black box models,
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UGCE: User-Guided Incremental Counterfactual Exploration
UGCE reuses and repairs an evolved population of counterfactuals when user constraints change, cutting runtime versus recomputing from scratch, though success rates drop on some datasets.