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Publication search results
found 50 matches
- 2024
- Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Probabilistic Dataset Reconstruction from Interpretable Models. SaTML 2024: 1-17 - Timothée Ly, Julien Ferry, Marie-José Huguet, Sébastien Gambs, Ulrich Aïvodji:
Smooth Sensitivity for Learning Differentially-Private yet Accurate Rule Lists. CoRR abs/2403.13848 (2024) - 2023
- Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Improving fairness generalization through a sample-robust optimization method. Mach. Learn. 112(6): 2131-2192 (2023) - Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. SaTML 2023: 18-41 - Julien Rouzot, Julien Ferry, Marie-José Huguet:
Learning Optimal Fair Scoring Systems for Multi-Class Classification. CoRR abs/2304.05023 (2023) - Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Probabilistic Dataset Reconstruction from Interpretable Models. CoRR abs/2308.15099 (2023) - Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
SoK: Taming the Triangle - On the Interplays between Fairness, Interpretability and Privacy in Machine Learning. CoRR abs/2312.16191 (2023) - 2022
- Hao Hu, Marie-José Huguet, Mohamed Siala:
Optimizing Binary Decision Diagrams with MaxSAT for Classification. AAAI 2022: 3767-3775 - Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists. CPAIOR 2022: 103-119 - Julien Rouzot, Julien Ferry, Marie-José Huguet:
Learning Optimal Fair Scoring Systems for Multi-Class Classification. ICTAI 2022: 197-204 - Hao Hu, Marie-José Huguet, Mohamed Siala:
Optimizing Binary Decision Diagrams with MaxSAT for classification. CoRR abs/2203.11386 (2022) - Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. CoRR abs/2209.01215 (2022) - 2021
- Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
FairCORELS, an Open-Source Library for Learning Fair Rule Lists. CIKM 2021: 4665-4669 - Valentin Antuori, Emmanuel Hebrard, Marie-José Huguet, Siham Essodaigui, Alain Nguyen:
Combining Monte Carlo Tree Search and Depth First Search Methods for a Car Manufacturing Workshop Scheduling Problem. CP 2021: 14:1-14:16 - Louis Rivière, Christian Artigues, Azeddine Cheref, Nicolas Jozefowiez, Marie-José Huguet, Sandra Ulrich Ngueveu, Vincent Charvillat:
Multi-product, Multi-supplier Order Assignment and Routing for an e-Commerce Application in the Retail Sector. ICORES 2021: 438-445 - 2020
- Valentin Antuori, Emmanuel Hebrard, Marie-José Huguet, Siham Essodaigui, Alain Nguyen:
Leveraging Reinforcement Learning, Constraint Programming and Local Search: A Case Study in Car Manufacturing. CP 2020: 657-672 - Hao Hu, Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet:
Learning Optimal Decision Trees with MaxSAT and its Integration in AdaBoost. IJCAI 2020: 1170-1176 - Estèle Glize, Marie-José Huguet, Gilles Trédan, Marc Lucas, Marion Sutton:
Clustering Sargassum Mats from Earth Observation Data. MACLEAN@PKDD/ECML 2020 - 2019
- Mikael Capelle, Marie-José Huguet, Nicolas Jozefowiez, Xavier Olive:
Optimizing ground station networks for free space optical communications: Maximizing the data transfer. Networks 73(2): 234-253 (2019) - Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Learning Fair Rule Lists. CoRR abs/1909.03977 (2019) - 2018
- Matthieu Gondran, Marie-José Huguet, Philippe Lacomme, Alain Quilliot, Nikolay Tchernev:
A Dial-a-Ride evaluation for solving the job-shop with routing considerations. Eng. Appl. Artif. Intell. 74: 70-89 (2018) - Mikael Capelle, Marie-José Huguet, Nicolas Jozefowiez, Xavier Olive:
Ground stations networks for Free-Space Optical communications: maximizing the data transfer. Electron. Notes Discret. Math. 64: 255-264 (2018) - Ulrich Matchi Aïvodji, Kévin Huguenin, Marie-José Huguet, Marc-Olivier Killijian:
SRide: A Privacy-Preserving Ridesharing System. WISEC 2018: 40-50 - 2017
- Emmanuel Hebrard, Marie-José Huguet, Daniel Veysseire, Ludivine Boche Sauvan, Bertrand Cabon:
Constraint programming for planning test campaigns of communications satellites. Constraints An Int. J. 22(1): 73-89 (2017) - Nadia Chaabane Fakhfakh, Cyril Briand, Marie-José Huguet, Alessandro Agnetis:
Finding a Nash equilibrium and an optimal sharing policy for multiagent network expansion game. Networks 69(1): 94-109 (2017) - Mikael Capelle, Marie-José Huguet, Nicolas Jozefowiez, Xavier Olive:
A hierarchical approach for the selection of optical ground stations maximizing the data transfer from low-earth observation satellites. ICC 2017: 1-6 - Emmanuel Hébrard, Marie-José Huguet, Daniel Veysseire, Ludivine Boche Sauvan, Bertrand Cabon:
Constraint programming for planning test campaigns of communications satellites. CoRR abs/1701.06388 (2017) - 2016
- Emmanuel Hebrard, Marie-José Huguet, Nicolas Jozefowiez, Adrien Maillard, Cédric Pralet, Gérard Verfaillie:
Approximation of the parallel machine scheduling problem with additional unit resources. Discret. Appl. Math. 215: 126-135 (2016) - Nadia Chaabane Fakhfakh, Cyril Briand, Marie-José Huguet:
Finding stable flows in multi-agent networks under an equal-sharing policy. Electron. Notes Discret. Math. 52: 157-164 (2016) - 2015
- Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet:
A study of constraint programming heuristics for the car-sequencing problem. Eng. Appl. Artif. Intell. 38: 34-44 (2015)
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