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ORCIDMohamed Siala 0002
Person information
- affiliation: University of Toulouse, LAAS-CNRS, France
- affiliation: INSA Toulouse, France
- affiliation (former): University College Cork, Ireland
Other persons with the same name
- Mohamed Siala 0001
![[0000-0002-5801-1656]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-5801-1656")
— University of Carthage, Tunis, Tunisia
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Books and Theses
- 2015
[b1]Mohamed Siala:
Search, propagation, and learning in sequencing and scheduling problems. (Recherche, propagation et apprentissage dans les problèmes de séquencement et d'ordonnancement). INSA Toulouse, France, 2015
Journal Articles
- 2023
- [j8]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) - 2020
- [j7]Mark Antunes, Vincent Armant, Kenneth N. Brown, Daniel A. Desmond, Guillaume Escamocher, Anne-Marie George, Diarmuid Grimes, Mike O'Keeffe, Yiqing Lin, Barry O'Sullivan, Cemalettin Ozturk, Luis Quesada, Mohamed Siala, Helmut Simonis, Nic Wilson:
Assigning and Scheduling Service Visits in a Mixed Urban/Rural Setting. Int. J. Artif. Intell. Tools 29(03n04): 2060007:1-2060007:31 (2020) - 2019
- [j6]Mohamed Siala, Barry O'Sullivan:
Combinatorial search from an energy perspective. Inf. Process. Lett. 148: 23-27 (2019) - [j5]Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan:
Complexity Study for the Robust Stable Marriage Problem. Theor. Comput. Sci. 775: 76-92 (2019) - 2016
- [j4]Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh:
Three generalizations of the FOCUS constraint. Constraints An Int. J. 21(4): 495-532 (2016) - 2015
- [j3]Mohamed Siala:
Search, propagation, and learning in sequencing and scheduling problems. Constraints An Int. J. 20(4): 479-480 (2015) - [j2]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) - 2014
- [j1]Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet:
An optimal arc consistency algorithm for a particular case of sequence constraint. Constraints An Int. J. 19(1): 30-56 (2014)
Conference and Workshop Papers
- 2024
- [c22]Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Probabilistic Dataset Reconstruction from Interpretable Models. SaTML 2024: 1-17 - 2023
- [c21]Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. SaTML 2023: 18-41 - 2022
- [c20]Hao Hu, Marie-José Huguet, Mohamed Siala:
Optimizing Binary Decision Diagrams with MaxSAT for Classification. AAAI 2022: 3767-3775 - [c19]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 - 2021
- [c18]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 - 2020
- [c17]Alexey Ignatiev, Martin C. Cooper, Mohamed Siala, Emmanuel Hebrard, João Marques-Silva:
Towards Formal Fairness in Machine Learning. CP 2020: 846-867 - [c16]Hao Hu, Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet:
Learning Optimal Decision Trees with MaxSAT and its Integration in AdaBoost. IJCAI 2020: 1170-1176 - 2019
- [c15]Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan:
An Approach to Robustness in the Stable Roommates Problem and Its Comparison with the Stable Marriage Problem. CPAIOR 2019: 320-336 - 2018
- [c14]Guillaume Escamocher, Mohamed Siala, Barry O'Sullivan:
From Backdoor Key to Backdoor Completability: Improving a Known Measure of Hardness for the Satisfiable CSP. CPAIOR 2018: 198-214 - [c13]Mark Antunes, Vincent Armant, Kenneth N. Brown, Daniel A. Desmond, Guillaume Escamocher, Anne-Marie George, Diarmuid Grimes, Mike O'Keeffe, Yiqing Lin, Barry O'Sullivan, Cemalettin Ozturk, Luis Quesada, Mohamed Siala, Helmut Simonis, Nic Wilson:
Assigning and Scheduling Service Visits in a Mixed Urban/Rural Setting. ICTAI 2018: 114-121 - 2017
- [c12]Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin:
Robust Stable Marriage. AAAI 2017: 4925-4926 - [c11]Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan:
On the Complexity of Robust Stable Marriage. COCOA (2) 2017: 441-448 - [c10]Mohamed Siala, Barry O'Sullivan:
Rotation-Based Formulation for Stable Matching. CP 2017: 262-277 - [c9]Emmanuel Hebrard, Mohamed Siala:
Explanation-Based Weighted Degree. CPAIOR 2017: 167-175 - [c8]Danuta Sorina Chisca, Mohamed Siala, Gilles Simonin, Barry O'Sullivan:
New Models for Two Variants of Popular Matching. ICTAI 2017: 752-759 - [c7]Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin:
Finding Robust Solutions to Stable Marriage. IJCAI 2017: 631-637 - 2016
- [c6]Danuta Sorina Chisca, Mohamed Siala, Gilles Simonin, Barry O'Sullivan:
A CP-Based Approach for Popular Matching. AAAI 2016: 4202-4203 - [c5]Mohamed Siala, Barry O'Sullivan:
Revisiting Two-Sided Stability Constraints. CPAIOR 2016: 342-357 - 2015
- [c4]Mohamed Siala, Christian Artigues, Emmanuel Hebrard:
Two Clause Learning Approaches for Disjunctive Scheduling. CP 2015: 393-402 - 2014
- [c3]Christian Artigues, Emmanuel Hebrard, Valentin Mayer-Eichberger, Mohamed Siala, Toby Walsh:
SAT and Hybrid Models of the Car Sequencing Problem. CPAIOR 2014: 268-283 - 2013
- [c2]Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh:
Three Generalizations of the FOCUS Constraint. IJCAI 2013: 630-636 - 2012
- [c1]Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet:
An Optimal Arc Consistency Algorithm for a Chain of Atmost Constraints with Cardinality. CP 2012: 55-69
Informal and Other Publications
- 2023
- [i8]Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Probabilistic Dataset Reconstruction from Interpretable Models. CoRR abs/2308.15099 (2023) - [i7]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
- [i6]Hao Hu, Marie-José Huguet, Mohamed Siala:
Optimizing Binary Decision Diagrams with MaxSAT for classification. CoRR abs/2203.11386 (2022) - [i5]Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. CoRR abs/2209.01215 (2022) - 2019
- [i4]Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Learning Fair Rule Lists. CoRR abs/1909.03977 (2019) - 2017
- [i3]Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin:
Finding Robust Solutions to Stable Marriage. CoRR abs/1705.09218 (2017) - [i2]Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan:
On the Complexity of Robust Stable Marriage. CoRR abs/1709.06172 (2017) - 2013
- [i1]Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh:
Three Generalizations of the FOCUS Constraint. CoRR abs/1304.5970 (2013)
Coauthor Index
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