Nicolas Szczepanski

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Classification Algorithm

Graph Colouring

Generating Explanations

Imbalanced Data

Top Venues

Publications

Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski
On Contrastive Explanations for Tree-Based Classifiers. ECAI (2023)
Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski
Computing Abductive Explanations for Boosted Trees. AISTATS (2023)
Gilles Audemard, Steve Bellart, Louenas Bounia, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski
PyXAI : calculer en Python des explications pour des modèles d'apprentissage supervisé. EGC (2023)
Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski
Computing Abductive Explanations for Boosted Trees. CoRR (2022)
Nicolas Szczepanski, Gilles Audemard, Laetitia Jourdan, Christophe Lecoutre, Lucien Mousin, Nadarajen Veerapen
A hybrid CP/MOLS approach for multi-objective imbalanced classification. GECCO (2021)
Nicolas Szczepanski, Lucien Mousin, Nadarajen Veerapen, Laetitia Jourdan
Automatic Configuration of Multi-Thread Local Search: Preliminary Results on Bi-objective TSP. ICTAI (2020)
Sara Tari, Nicolas Szczepanski, Lucien Mousin, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan
Multi-objective Automatic Algorithm Configuration for the Classification Problem of Imbalanced Data. CEC (2020)
Christophe Lecoutre, Nicolas Szczepanski
PYCSP3: Modeling Combinatorial Constrained Problems in Python. CoRR (2020)
Gael Glorian, Jean-Marie Lagniez, Valentin Montmirail, Nicolas Szczepanski
An Incremental SAT-Based Approach to the Graph Colouring Problem. CP (2019)
Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski
DMC: A Distributed Model Counter. IJCAI (2018)
Gilles Audemard, Jean-Marie Lagniez, Nicolas Szczepanski, Sébastien Tabary
A Distributed Version of Syrup. SAT (2017)
Gilles Audemard, Jean-Marie Lagniez, Nicolas Szczepanski, Sébastien Tabary
An Adaptive Parallel SAT Solver. CP (2016)