Nicolas Szczepanski
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
9
Active years
2016–2026
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | KR | A Rectification-Based Approach for Distilling Boosted Trees into Decision Trees. | Gilles Audemard, Sylvie Coste-Marquis, Pierre Marquis, Mehdi Sabiri, Nicolas Szczepanski |
| 2024 | ECAI | Designing an XAI Interface for Tree-Based ML Models. | Gilles Audemard, Sylvie Coste-Marquis, Pierre Marquis, Mehdi Sabiri, Nicolas Szczepanski |
| 2024 | IJCAI | On the Computation of Example-Based Abductive Explanations for Random Forests. | Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski |
| 2024 | IJCAI | Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories. | Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski |
| 2024 | IJCAI | PyXAI: An XAI Library for Tree-Based Models. | Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski |
| 2023 | AISTATS | Computing Abductive Explanations for Boosted Trees. | Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski |
| 2023 | ECAI | On Contrastive Explanations for Tree-Based Classifiers. | Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski |
| 2021 | GECCO | A hybrid CP/MOLS approach for multi-objective imbalanced classification. | Nicolas Szczepanski, Gilles Audemard, Laetitia Jourdan, Christophe Lecoutre, Lucien Mousin, Nadarajen Veerapen |
| 2020 | CEC | Multi-objective Automatic Algorithm Configuration for the Classification Problem of Imbalanced Data. | Sara Tari, Nicolas Szczepanski, Lucien Mousin, Julie Jacques, Marie-Elonore Kessaci, Laetitia Jourdan |
| 2020 | ICTAI | Automatic Configuration of Multi-Thread Local Search: Preliminary Results on Bi-objective TSP. | Nicolas Szczepanski, Lucien Mousin, Nadarajen Veerapen, Laetitia Jourdan |
| 2019 | CP | An Incremental SAT-Based Approach to the Graph Colouring Problem. | Gael Glorian, Jean-Marie Lagniez, Valentin Montmirail, Nicolas Szczepanski |
| 2018 | IJCAI | DMC: A Distributed Model Counter. | Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski |
| 2017 | SAT | A Distributed Version of Syrup. | Gilles Audemard, Jean-Marie Lagniez, Nicolas Szczepanski, Sbastien Tabary |
| 2016 | CP | An Adaptive Parallel SAT Solver. | Gilles Audemard, Jean-Marie Lagniez, Nicolas Szczepanski, Sbastien Tabary |