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Gaël Aglin
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 7
Top Topics
Decision Trees
Quantile Regression
Optimisation Problems
Rule Induction
Top Venues
IDA (2)
ECML/PKDD (5)
CPAIOR (2)
ICTAI
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Publications
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Valentin Lemaire
,
Gaël Aglin
,
Siegfried Nijssen
Interpretable Quantile Regression by Optimal Decision Trees.
IDA (2)
(2024)
Harold Silvère Kiossou
,
Pierre Schaus
,
Siegfried Nijssen
,
Gaël Aglin
Efficient Lookahead Decision Trees.
IDA (2)
(2024)
Bastián Véjar
,
Gaël Aglin
,
Ali Irfan Mahmutogullari
,
Siegfried Nijssen
,
Pierre Schaus
,
Tias Guns
An Efficient Structured Perceptron for NP-Hard Combinatorial Optimization Problems.
CPAIOR (2)
(2024)
Gaël Aglin
,
Siegfried Nijssen
,
Pierre Schaus
Learning Optimal Decision Trees Under Memory Constraints.
ECML/PKDD (5)
(2022)
Gaël Aglin
,
Siegfried Nijssen
,
Pierre Schaus
Assessing Optimal Forests of Decision Trees.
ICTAI
(2021)
Gaël Aglin
,
Siegfried Nijssen
,
Pierre Schaus
PyDL8.5: a Library for Learning Optimal Decision Trees.
IJCAI
(2020)
Gaël Aglin
,
Siegfried Nijssen
,
Pierre Schaus
Learning Optimal Decision Trees Using Caching Branch-and-Bound Search.
AAAI
(2020)