Publications

2022

  1. Learning Optimal Decision Trees Under Constraints
    Aglin, Gaël
    In PhD Thesis, 2022
    [PDF] [Code]
  2. Learning Optimal Decision Trees Under Memory Constraints
    Aglin, Gaël, Nijssen, Siegfried, and Schaus, Pierre
    In European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 599–616, 2022
    [PDF] [Code]

2021

  1. Assessing Optimal Forests of Decision Trees
    Aglin, Gaël, Nijssen, Siegfried, and Schaus, Pierre
    In 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI), pp. 32–39, 2021
    [PDF] [Code]
  2. PyDL8.5: A Library for Learning Optimal Decision Trees
    Aglin, Gaël, Nijssen, Siegfried, and Schaus, Pierre
    In Proceedings of the Twenty-Ninth International Conference on International Joint Conferences on Artificial Intelligence, pp. 5222–5224, 2021
    [PDF] [Code]

2020

  1. Learning Optimal Decision Trees Using Caching Branch-and-Bound Search
    Aglin, Gaël, Nijssen, Siegfried, and Schaus, Pierre
    In Proceedings of the AAAI Conference on Artificial Intelligence, vol. 34, pp. 3146–3153, 2020
    [PDF] [Code]