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Showing 1 to 1 of 1 for “"Interpretable machine learning, explainable machine learning, and faithfulness"”.
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Efficient and Faithful Algorithms for Interpretable Machine Learning
As deep learning models continue to grow in complexity and scale, the demand for interpretable machine learning (ML) methods becomes increasingly critical across a wide range of applications. This thesis addresses the challenges of interpreting deep neural networks (DNNs) by designing efficient and …