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19992022
most citedCERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models

191 citations · 261 across the 15 of their papers we have counts for

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Showing 2012Show all

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cs.LG2012

Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning

Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh +2

Unsupervised models can provide supplementary soft constraints to help classify new target data under the assumption that similar objects in the target set are more likely to share…