PPaperPicks

Vincent Derkinderen

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

DBLP profile ↗ORCID search ↗

Venues

AAAI ×1ECML-PKDD ×1ICLR ×1ICML ×1IJCAI ×1KR ×1NeurIPS ×1

Frequent coauthors

Luc De Raedt
×4
Pedro Zuidberg Dos Martires
×3
Jaron Maene
×2
Jean-Marie Lagniez
×1
Yinxu Tang
×1
Stylianos Loukas Vasileiou
×1
William Yeoh
×1
Sieben Bocklandt
×1
Koen Vanderstraeten
×1
Wouter Pijpops
×1
Kurt Jaspers
×1
Wannes Meert
×1

Papers

  1. Circuit-Aware d-DNNF Compilation
    IJCAI 2025 · Vincent Derkinderen,
    Jean-Marie Lagniez
  2. KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI
    ICLR 2025 ·
    Jaron Maene
    , Vincent Derkinderen,
    Pedro Zuidberg Dos Martires
  3. Model Reconciliation via Cost-Optimal Explanations in Probabilistic Logic Programming
    NeurIPS 2025 ·
    Yinxu Tang
    ,
    Stylianos Loukas Vasileiou
    , Vincent Derkinderen,
    William Yeoh
  4. Queryable and Interpretable PU Learning Through Probabilistic Circuits
    ECML-PKDD 2025 ·
    Sieben Bocklandt
    , Vincent Derkinderen,
    Koen Vanderstraeten
    ,
    Wouter Pijpops
    ,
    Kurt Jaspers
    ,
    Luc De Raedt
    ,
    Wannes Meert
  5. Automated Reasoning in Systems Biology: A Necessity for Precision Medicine
    KR 2024 ·
    Pedro Zuidberg Dos Martires
    , Vincent Derkinderen,
    Luc De Raedt
    ,
    Marcus Krantz
  6. Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation
    AAAI 2024 ·
    Gabriele Venturato
    , Vincent Derkinderen,
    Pedro Zuidberg Dos Martires
    ,
    Luc De Raedt
  7. On the Hardness of Probabilistic Neurosymbolic Learning
    ICML 2024 ·
    Jaron Maene
    , Vincent Derkinderen,
    Luc De Raedt