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Senne Berden

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

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Venues

AAAI ×2NeurIPS ×2ECAI ×1

Frequent coauthors

Tias Guns
×5
Dimosthenis C. Tsouros
×3
Jayanta Mandi
×2
Ali Irfan Mahmutogullari
×2
Marianne Defresne
×1
Steven Prestwich
×1

Papers

  1. Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints
    NeurIPS 2025 ·
    Jayanta Mandi
    ,
    Marianne Defresne
    , Senne Berden,
    Tias Guns
  2. Generalizing Constraint Models in Constraint Acquisition
    AAAI 2025 ·
    Dimos Tsouros
    , Senne Berden,
    Steven Prestwich
    ,
    Tias Guns
  3. Minimizing Surrogate Losses for Decision-Focused Learning Using Differentiable Optimization
    ECAI 2025 ·
    Jayanta Mandi
    ,
    Ali Irfan Mahmutogullari
    , Senne Berden,
    Tias Guns
  4. Solver-Free Decision-Focused Learning for Linear Optimization Problems
    NeurIPS 2025 · Senne Berden,
    Ali Irfan Mahmutogullari
    ,
    Dimos Tsouros
    ,
    Tias Guns
  5. Learning to Learn in Interactive Constraint Acquisition
    AAAI 2024 ·
    Dimosthenis C. Tsouros
    , Senne Berden,
    Tias Guns