João Marques-Silva

Venues

Frequent coauthors

Papers

1. Model-Agnostic Explanations by Consensus
   KR 2026 ·

   Carlos Mencía

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2. Efficient and Rigorous Model-Agnostic Explanations
   IJCAI 2025 · João Marques-Silva
3. Most General Explanations of Tree Ensembles
   IJCAI 2025 ·

   Yacine Izza

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4. On Trustworthy Rule-Based Models and Explanations
   ECML-PKDD 2025 ·

   Mohamed Siala

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5. Towards Trustable SHAP Scores
   AAAI 2025 ·

   Olivier Létoffé

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6. Delivering Inflated Explanations
   AAAI 2024 ·

   Yacine Izza

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7. Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation
   KR 2024 ·

   Yacine Izza

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8. Locally-Minimal Probabilistic Explanations
   ECAI 2024 ·

   Yacine Izza

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9. Updates on the Complexity of SHAP Scores
   IJCAI 2024 ·

   Xuanxiang Huang

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