Ngai-Man Cheung

Toward Scalable and Unified Example-Based Explanation and Outlier Detection

2021 · IEEE Transactions on Image Processing

When neural networks are employed for high-stakes decision-making, it is desirable that they provide explanations for their prediction in order for us to understand the features that have contributed to the decision. At the same …