Search Results for author: Hichem Debbi

Found 1 papers, 1 papers with code

Causal Explanation of Convolutional Neural Networks

1 code implementation ECML 2021 Hichem Debbi

Since CNNs form a hierarchical structure, and since causal models can be hierarchically abstracted, we employ this similarity to perform the most important contribution of this paper, which is localizing the important features in the input image that contributed the most to a CNN’s decision.

counterfactual Counterfactual Explanation +4

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