PPaperPicks

Gilles Audemard

7 papers at tracked venues · 1 at CORE A* · active 2024–2026

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Venues

IJCAI ×3ECAI ×2AAAI ×1KR ×1

Frequent coauthors

Pierre Marquis
×6
Nicolas Szczepanski
×5
Jean-Marie Lagniez
×4
Sylvie Coste-Marquis
×2
Mehdi Sabiri
×2
Thibault Falque
×1
Christophe Lecoutre
×1
Bertrand Mazure
×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. Check-In Desk Scheduling Optimisation at CDG International Airport
    AAAI 2024 ·
    Thibault Falque
    , Gilles Audemard,
    Christophe Lecoutre
    ,
    Bertrand Mazure
  3. Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories
    IJCAI 2024 · Gilles Audemard,
    Jean-Marie Lagniez
    ,
    Pierre Marquis
    ,
    Nicolas Szczepanski
  4. Designing an XAI Interface for Tree-Based ML Models
    ECAI 2024 · Gilles Audemard,
    Sylvie Coste-Marquis
    ,
    Pierre Marquis
    ,
    Mehdi Sabiri
    ,
    Nicolas Szczepanski
  5. On the Computation of Contrastive Explanations for Boosted Regression Trees
    ECAI 2024 · Gilles Audemard,
    Jean-Marie Lagniez
    ,
    Pierre Marquis
  6. On the Computation of Example-Based Abductive Explanations for Random Forests
    IJCAI 2024 · Gilles Audemard,
    Jean-Marie Lagniez
    ,
    Pierre Marquis
    ,
    Nicolas Szczepanski
  7. PyXAI: An XAI Library for Tree-Based Models
    IJCAI 2024 · Gilles Audemard,
    Jean-Marie Lagniez
    ,
    Pierre Marquis
    ,
    Nicolas Szczepanski