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João Marques-Silva

10 papers at tracked venues · 2 at CORE A* · active 2024–2026

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Venues

IJCAI ×3AAAI ×2KR ×2CP ×1ECAI ×1ECML-PKDD ×1

Frequent coauthors

Alexey Ignatiev
×4
Yacine Izza
×4
Xuanxiang Huang
×3
Peter J. Stuckey
×2
Jordi Planes
×2
Hao Hu
×1
Carlos Mencía
×1
Ramón Béjar
×1
Raúl Mencía
×1
Jairo A. Lefebre-Lobaina
×1
Maria Vanina Martinez
×1
Sasha Rubin
×1

Papers

  1. Efficient Explanations for Rule Ensembles
    CP 2026 ·
    Hao Hu
    ,
    Alexey Ignatiev
    , João Marques-Silva
  2. Model-Agnostic Explanations by Consensus
    KR 2026 ·
    Carlos Mencía
    ,
    Ramón Béjar
    ,
    Raúl Mencía
    , João Marques-Silva
  3. Efficient and Rigorous Model-Agnostic Explanations
    IJCAI 2025 · João Marques-Silva,
    Jairo A. Lefebre-Lobaina
    ,
    Maria Vanina Martinez
  4. Most General Explanations of Tree Ensembles
    IJCAI 2025 ·
    Yacine Izza
    ,
    Alexey Ignatiev
    ,
    Sasha Rubin
    , João Marques-Silva,
    Peter J. Stuckey
  5. On Trustworthy Rule-Based Models and Explanations
    ECML-PKDD 2025 ·
    Mohamed Siala
    ,
    Jordi Planes
    , João Marques-Silva
  6. Towards Trustable SHAP Scores
    AAAI 2025 ·
    Olivier Létoffé
    ,
    Xuanxiang Huang
    , João Marques-Silva
  7. Delivering Inflated Explanations
    AAAI 2024 ·
    Yacine Izza
    ,
    Alexey Ignatiev
    ,
    Peter J. Stuckey
    , João Marques-Silva
  8. Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation
    KR 2024 ·
    Yacine Izza
    ,
    Xuanxiang Huang
    ,
    António Morgado
    ,
    Jordi Planes
    ,
    Alexey Ignatiev
    , João Marques-Silva
  9. Locally-Minimal Probabilistic Explanations
    ECAI 2024 ·
    Yacine Izza
    ,
    Kuldeep S. Meel
    , João Marques-Silva
  10. Updates on the Complexity of SHAP Scores
    IJCAI 2024 ·
    Xuanxiang Huang
    , João Marques-Silva