Diversified and Perceptible Counterfactual Examples Leveraging Expert Knowledge
A continuous data embedding in this linguistic domain is proposed and exploited to define a variant of DiCE that allows personalisation for the explainee, named DiCEf, and this extension of the DiCE method enables the generation of CFEs that are linguistically perceptible while preserving cost minimality, sparsity, and...
Akram Bensalem, Fahima Djelil, Marie-Jeanne Lesot et al.
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