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Benedict Clark

Explainable AI needs formal notions of explanation correctness

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Sep 26, 2024
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GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in Explanations

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Jun 17, 2024
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EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods

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May 20, 2024
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XAI-TRIS: Non-linear benchmarks to quantify ML explanation performance

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Jun 22, 2023
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Benchmark data to study the influence of pre-training on explanation performance in MR image classification

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Jun 21, 2023
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Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables

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Jun 02, 2023
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