Robust Explainable AI - Matthew Wicker,Francesco Leofante
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The area of Explainable Artificial Intelligence (XAI) is concerned with providing methods and tools to improve the interpretability of black-box learning models. While several approaches exist to generate explanations, they are often lacking robustness, e.g., they may produce completely different explanations for similar events. This phenomenon has troubling implications, as lack of robustness indicates tha ... Full description
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Description
More Information
| Author | Matthew Wicker, Francesco Leofante |
|---|---|
| Publisher | Springer International Publishing |
| Release year | 2025 |
| Cover type | Softcover |
| EAN | 9783031890215 |