Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond

Xuhong Li, Haoyi Xiong, Xingjian Li +5

Deep neural networks have been well-known for their superb handling of various machine learning and artificial intelligence tasks. However, due to their over-parameterized black-bo…