Pierre Marquis

Venues

Frequent coauthors

Papers

1. A Rectification-Based Approach for Distilling Boosted Trees into Decision Trees
   KR 2026 ·

   Gilles Audemard

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2. Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition
   ACL 2026 ·

   Tanmoy Mukherjee

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3. Explanation Quality Assessment as Ranking with Listwise Rewards
   ACL 2026 ·

   Thomas Bailleux

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4. Iterated Belief Change as Learning
   IJCAI 2025 ·

   Nicolas Schwind

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5. BeliefFlow: A Framework for Logic-Based Belief Diffusion via Iterated Belief Change
   AAAI 2024 ·

   Nicolas Schwind

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6. Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories
   IJCAI 2024 ·

   Gilles Audemard

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7. Designing an XAI Interface for Tree-Based ML Models
   ECAI 2024 ·

   Gilles Audemard

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8. On the Computation of Contrastive Explanations for Boosted Regression Trees
   ECAI 2024 ·

   Gilles Audemard

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9. On the Computation of Example-Based Abductive Explanations for Random Forests
   IJCAI 2024 ·

   Gilles Audemard

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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
11. PyXAI: An XAI Library for Tree-Based Models
    IJCAI 2024 ·

    Gilles Audemard

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