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Laurens Devos

4 papers at tracked venues · 3 at CORE A* · active 2024–2025

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Venues

AAAI ×1ECAI ×1ICML ×1NeurIPS ×1

Frequent coauthors

Jesse Davis
×4
Lorenzo Cascioli
×3
Timo Martens
×1
Deniz Can Oruc
×1
Wannes Meert
×1
Hendrik Blockeel
×1
Ondrej Kuzelka
×1
Chaahat Jain
×1
Marcel Vinzent
×1
Marcel Steinmetz
×1
Jörg Hoffmann
×1

Papers

  1. Compressing tree ensembles through Level-wise Optimization and Pruning
    ICML 2025 · Laurens Devos,
    Timo Martens
    ,
    Deniz Can Oruc
    ,
    Wannes Meert
    ,
    Hendrik Blockeel
    ,
    Jesse Davis
  2. Faster Repeated Evasion Attacks in Tree Ensembles
    NeurIPS 2024 ·
    Lorenzo Cascioli
    , Laurens Devos,
    Ondrej Kuzelka
    ,
    Jesse Davis
  3. Robustness Verification of Multi-Class Tree Ensembles
    AAAI 2024 · Laurens Devos,
    Lorenzo Cascioli
    ,
    Jesse Davis
  4. Safety Verification of Tree-Ensemble Policies via Predicate Abstraction
    ECAI 2024 ·
    Chaahat Jain
    ,
    Lorenzo Cascioli
    , Laurens Devos,
    Marcel Vinzent
    ,
    Marcel Steinmetz
    ,
    Jesse Davis
    ,
    Jörg Hoffmann