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Frank Sommer

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

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Venues

ICML ×2AAAI ×1NeurIPS ×1

Frequent coauthors

Manuel Sorge
×4
Juha Harviainen
×2
Christian Komusiewicz
×2
Luca Pascal Staus
×2
André Schidler
×1
Stefan Szeider
×1

Papers

  1. Improving Decision Trees through the Lens of Parameterized Local Search
    NeurIPS 2025 ·
    Juha Harviainen
    , Frank Sommer,
    Manuel Sorge
  2. Learning Minimum-Size BDDs: Towards Efficient Exact Algorithms
    ICML 2025 ·
    Christian Komusiewicz
    ,
    André Schidler
    , Frank Sommer,
    Manuel Sorge
    ,
    Luca Pascal Staus
  3. Optimal Decision Tree Pruning Revisited: Algorithms and Complexity
    ICML 2025 ·
    Juha Harviainen
    , Frank Sommer,
    Manuel Sorge
    ,
    Stefan Szeider
  4. Witty: An Efficient Solver for Computing Minimum-Size Decision Trees
    AAAI 2025 ·
    Luca Pascal Staus
    ,
    Christian Komusiewicz
    , Frank Sommer,
    Manuel Sorge