GA Gaël Aglin
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Publications

Peer-reviewed work on optimal decision trees, interpretable models, and combinatorial optimization.

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Selected papers

290 total citations · h-index 4. Google Scholar →

AAAI2020

Learning Optimal Decision Trees Using Caching Branch-and-Bound Search

Aglin G., Nijssen S., Schaus P.

Proceedings of the AAAI Conference on Artificial Intelligence. Presented at AAAI, New York.

218 cites
IJCAI2021

PyDL8.5: A Library for Learning Optimal Decision Trees

Aglin G., Nijssen S., Schaus P.

International Joint Conference on Artificial Intelligence (demo / system track).

49 cites
IDA2024

Interpretable Quantile Regression by Optimal Decision Trees

Lemaire V., Aglin G., Nijssen S.

International Symposium on Intelligent Data Analysis.

CPAIOR2024

An Efficient Structured Perceptron for NP-Hard Combinatorial Optimization Problems

Véjar B., Aglin G., et al.

Integration of Constraint Programming, AI and OR. Industrial collaboration with PSI Metals on steel-sheet production scheduling.

Additional work has appeared in ECML PKDD and ICTAI. For the complete and most up-to-date list, see Google Scholar or ORCID.