Reviews: CXPlain: Causal Explanations for Model Interpretation under Uncertainty

Jan-23-2025, 01:23:51 GMT–Neural Information Processing Systems

This is a solid, well-supported addition to the literature on explainable methods for neural networks. Evaluations of the proposed system show faster and higher quality results than related systems. Reviewers found the author response compelling.

causal explanation, cxplain, model interpretation

Neural Information Processing Systems

Jan-23-2025, 01:23:51 GMT

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Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Neural Networks (0.51)
    - Representation & Reasoning > Uncertainty (0.40)
  - Data Science > Data Mining (0.40)