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Mo Siala
Mo Siala
Associate Professor, INSA Toulouse & LAAS-CNRS
Verifierad e-postadress på laas.fr - Startsida
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Learning optimal decision trees with MaxSAT and its integration in AdaBoost
H Hu, M Siala, E Hebrard, MJ Huguet
IJCAI-PRICAI 2020, 29th International Joint Conference on Artificial …, 2020
512020
Towards formal fairness in machine learning
A Ignatiev, MC Cooper, M Siala, E Hebrard, J Marques-Silva
Principles and Practice of Constraint Programming: 26th International …, 2020
452020
A study of constraint programming heuristics for the car-sequencing problem
M Siala, E Hebrard, MJ Huguet
Engineering Applications of Artificial Intelligence 38, 34-44, 2015
372015
Explanation-based weighted degree
E Hebrard, M Siala
Integration of AI and OR Techniques in Constraint Programming: 14th …, 2017
282017
Finding robust solutions to stable marriage
B Genc, M Siala, B O'Sullivan, G Simonin
arXiv preprint arXiv:1705.09218, 2017
242017
Robust stable marriage
B Genc, M Siala, B O'sullivan, G Simonin
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
172017
Complexity study for the robust stable marriage problem
B Genc, M Siala, G Simonin, B O'Sullivan
Theoretical Computer Science 775, 76-92, 2019
162019
Rotation-based formulation for stable matching
M Siala, B O’Sullivan
Principles and Practice of Constraint Programming: 23rd International …, 2017
152017
Two clause learning approaches for disjunctive scheduling
M Siala, C Artigues, E Hebrard
International Conference on Principles and Practice of Constraint …, 2015
132015
Improving fairness generalization through a sample-robust optimization method
J Ferry, U Aivodji, S Gambs, MJ Huguet, M Siala
Machine Learning 112 (6), 2131-2192, 2023
122023
Learning fair rule lists
U Aīvodji, J Ferry, S Gambs, MJ Huguet, M Siala
arXiv preprint arXiv:1909.03977, 2019
122019
SAT and Hybrid Models of the Car Sequencing Problem
C Artigues, E Hebrard, V Mayer-Eichberger, M Siala, W Toby
Integration of AI and OR Techniques in Constraint Programming, CPAIOR 2014 …, 2014
122014
Revisiting two-sided stability constraints
M Siala, B O’Sullivan
International conference on ai and or techniques in constraint programming …, 2016
112016
Optimizing binary decision diagrams with maxsat for classification
H Hu, MJ Huguet, M Siala
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 3767-3775, 2022
102022
Faircorels, an open-source library for learning fair rule lists
U Aīvodji, J Ferry, S Gambs, MJ Huguet, M Siala
Proceedings of the 30th ACM International Conference on Information …, 2021
102021
Exploiting fairness to enhance sensitive attributes reconstruction
J Ferry, U Aīvodji, S Gambs, MJ Huguet, M Siala
2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 18-41, 2023
92023
An optimal arc consistency algorithm for a particular case of sequence constraint
M Siala, E Hebrard, MJ Huguet
Constraints 19, 30-56, 2014
92014
On the complexity of robust stable marriage
B Genc, M Siala, G Simonin, B O’Sullivan
International Conference on Combinatorial Optimization and Applications, 441-448, 2017
82017
Probabilistic dataset reconstruction from interpretable models
J Ferry, U Aīvodji, S Gambs, MJ Huguet, M Siala
2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 1-17, 2024
62024
An approach to robustness in the stable roommates problem and its comparison with the stable marriage problem
B Genc, M Siala, G Simonin, B O’Sullivan
Integration of Constraint Programming, Artificial Intelligence, and …, 2019
62019
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Artiklar 1–20