PPaperPicks

Pierre Marquis

11 papers at tracked venues · 3 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

IJCAI ×4ACL ×2ECAI ×2KR ×2AAAI ×1

Frequent coauthors

Gilles Audemard
×6
Nicolas Szczepanski
×5
Jean-Marie Lagniez
×4
Sylvie Coste-Marquis
×2
Mehdi Sabiri
×2
Tanmoy Mukherjee
×2
Thomas Bailleux
×2
Zied Bouraoui
×2
Nicolas Schwind
×2
Katsumi Inoue
×2
Sébastien Konieczny
×2
Emmanuel Lonca
×1

Papers

  1. A Rectification-Based Approach for Distilling Boosted Trees into Decision Trees
    KR 2026 ·
    Gilles Audemard
    ,
    Sylvie Coste-Marquis
    , Pierre Marquis,
    Mehdi Sabiri
    ,
    Nicolas Szczepanski
  2. Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition
    ACL 2026 ·
    Tanmoy Mukherjee
    ,
    Thomas Bailleux
    , Pierre Marquis,
    Zied Bouraoui
  3. Explanation Quality Assessment as Ranking with Listwise Rewards
    ACL 2026 ·
    Thomas Bailleux
    ,
    Tanmoy Mukherjee
    ,
    Emmanuel Lonca
    , Pierre Marquis,
    Zied Bouraoui
  4. Iterated Belief Change as Learning
    IJCAI 2025 ·
    Nicolas Schwind
    ,
    Katsumi Inoue
    ,
    Sébastien Konieczny
    , Pierre Marquis
  5. BeliefFlow: A Framework for Logic-Based Belief Diffusion via Iterated Belief Change
    AAAI 2024 ·
    Nicolas Schwind
    ,
    Katsumi Inoue
    ,
    Sébastien Konieczny
    , Pierre Marquis
  6. Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories
    IJCAI 2024 ·
    Gilles Audemard
    ,
    Jean-Marie Lagniez
    , Pierre Marquis,
    Nicolas Szczepanski
  7. Designing an XAI Interface for Tree-Based ML Models
    ECAI 2024 ·
    Gilles Audemard
    ,
    Sylvie Coste-Marquis
    , Pierre Marquis,
    Mehdi Sabiri
    ,
    Nicolas Szczepanski
  8. On the Computation of Contrastive Explanations for Boosted Regression Trees
    ECAI 2024 ·
    Gilles Audemard
    ,
    Jean-Marie Lagniez
    , Pierre Marquis
  9. On the Computation of Example-Based Abductive Explanations for Random Forests
    IJCAI 2024 ·
    Gilles Audemard
    ,
    Jean-Marie Lagniez
    , Pierre Marquis,
    Nicolas Szczepanski
  10. Proceedings of the 21st International Conference on Principles of Knowledge Representation and Reasoning, KR 2024, Hanoi, Vietnam. November 2-8, 2024
    KR 2024 · Pierre Marquis,
    Magdalena Ortiz
    ,
    Maurice Pagnucco
  11. PyXAI: An XAI Library for Tree-Based Models
    IJCAI 2024 ·
    Gilles Audemard
    ,
    Jean-Marie Lagniez
    , Pierre Marquis,
    Nicolas Szczepanski