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Peeking inside the black-box: a survey on explainable artificial intelligence ( XAI )

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cs.LG 1

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2025 1

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CONDITIONAL 1

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Pathwise Explanation of ReLU Neural Networks

cs.LG · 2025-06-22 · conditional · novelty 5.0

A new explanation method for ReLU neural networks that builds piecewise linear models from selected connected subsets of hidden units, called paths, to produce adjustable and decomposable input attributions.

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  • Pathwise Explanation of ReLU Neural Networks cs.LG · 2025-06-22 · conditional · none · ref 1

    A new explanation method for ReLU neural networks that builds piecewise linear models from selected connected subsets of hidden units, called paths, to produce adjustable and decomposable input attributions.