On Computing Probabilistic Explanations for Decision Trees Marcelo Arenas

Aug-18-2025, 04:31:58 GMT–Neural Information Processing Systems

Formal XAI (explainable AI) is a growing area that focuses on computing explanations with mathematical guarantees for the decisions made by ML models.

artificial intelligence, machine learning, sufficient reason, (18 more...)

Neural Information Processing Systems

Aug-18-2025, 04:31:58 GMT

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Country:
- Europe > Finland
  - Uusimaa > Helsinki (0.04)
- North America > United States
  - Pennsylvania > Allegheny County > Pittsburgh (0.04)
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Genre:
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Technology:
- Information Technology > Artificial Intelligence
  - Issues > Social & Ethical Issues (0.66)
  - Machine Learning
    - Decision Tree Learning (0.46)
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.46)
  - Representation & Reasoning > Diagnosis (0.46)

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On Computing Probabilistic Explanations for Decision Trees Marcelo Arenas

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