Mohamed Siala

42 papers A* 6A 5B 8Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
On Trustworthy Rule-Based Models and Explanations.
ECML/PKDD (4)
Mohamed Siala, Jordi Planes, João Marques-Silva
2025 J jnl
On Trustworthy Rule-Based Models and Explanations.
CoRR
Mohamed Siala, Jordi Planes, João Marques-Silva
2025 J jnl
Taming the Triangle: On the Interplays Between Fairness, Interpretability, and Privacy in Machine Learning.
Comput. Intell.
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2024 — conf
Probabilistic Dataset Reconstruction from Interpretable Models.
SaTML
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2023 — conf
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction.
SaTML
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2023 J jnl
Improving fairness generalization through a sample-robust optimization method.
Mach. Learn.
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2023 J jnl
Probabilistic Dataset Reconstruction from Interpretable Models.
CoRR
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2023 J jnl
SoK: Taming the Triangle - On the Interplays between Fairness, Interpretability and Privacy in Machine Learning.
CoRR
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2022 J jnl
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction.
CoRR
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2022 B conf
Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists.
CPAIOR
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2022 A* conf
Optimizing Binary Decision Diagrams with MaxSAT for Classification.
AAAI
Hao Hu, Marie-José Huguet, Mohamed Siala
2022 J jnl
Optimizing Binary Decision Diagrams with MaxSAT for classification.
CoRR
Hao Hu, Marie-José Huguet, Mohamed Siala
2021 A conf
FairCORELS, an Open-Source Library for Learning Fair Rule Lists.
CIKM
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2020 J jnl
Assigning and Scheduling Service Visits in a Mixed Urban/Rural Setting.
Int. J. Artif. Intell. Tools
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
2020 A* conf
Learning Optimal Decision Trees with MaxSAT and its Integration in AdaBoost.
IJCAI
Hao Hu, Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet
2020 A conf
Towards Formal Fairness in Machine Learning.
CP
Alexey Ignatiev, Martin C. Cooper, Mohamed Siala, Emmanuel Hebrard, João Marques-Silva
2019 B conf
An Approach to Robustness in the Stable Roommates Problem and Its Comparison with the Stable Marriage Problem.
CPAIOR
Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
2019 J jnl
Combinatorial search from an energy perspective.
Inf. Process. Lett.
Mohamed Siala, Barry O'Sullivan
2019 J jnl
Complexity Study for the Robust Stable Marriage Problem.
Theor. Comput. Sci.
Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
2019 J jnl
Learning Fair Rule Lists.
CoRR
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
2018 B conf
Assigning and Scheduling Service Visits in a Mixed Urban/Rural Setting.
ICTAI
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
2018 B conf
From Backdoor Key to Backdoor Completability: Improving a Known Measure of Hardness for the Satisfiable CSP.
CPAIOR
Guillaume Escamocher, Mohamed Siala, Barry O'Sullivan
2017 B conf
Explanation-Based Weighted Degree.
CPAIOR
Emmanuel Hebrard, Mohamed Siala
2017 A* conf
Finding Robust Solutions to Stable Marriage.
IJCAI
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin
2017 J jnl
Finding Robust Solutions to Stable Marriage.
CoRR
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin
2017 B conf
New Models for Two Variants of Popular Matching.
ICTAI
Danuta Sorina Chisca, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
2017 — conf
On the Complexity of Robust Stable Marriage.
COCOA (2)
Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
2017 J jnl
On the Complexity of Robust Stable Marriage.
CoRR
Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
2017 A* conf
Robust Stable Marriage.
AAAI
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin
2017 A conf
Rotation-Based Formulation for Stable Matching.
CP
Mohamed Siala, Barry O'Sullivan
2016 A* conf
A CP-Based Approach for Popular Matching.
AAAI
Danuta Sorina Chisca, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
2016 B conf
Revisiting Two-Sided Stability Constraints.
CPAIOR
Mohamed Siala, Barry O'Sullivan
2016 J jnl
Three generalizations of the FOCUS constraint.
Constraints An Int. J.
Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh
2015 J jnl
A study of constraint programming heuristics for the car-sequencing problem.
Eng. Appl. Artif. Intell.
Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet
2015 J jnl
Search, propagation, and learning in sequencing and scheduling problems.
Constraints An Int. J.
Mohamed Siala
2015 — —
Search, propagation, and learning in sequencing and scheduling problems. (Recherche, propagation et apprentissage dans les problèmes de séquencement et d'ordonnancement).
Mohamed Siala
2015 A conf
Two Clause Learning Approaches for Disjunctive Scheduling.
CP
Mohamed Siala, Christian Artigues, Emmanuel Hebrard
2014 J jnl
An optimal arc consistency algorithm for a particular case of sequence constraint.
Constraints An Int. J.
Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet
2014 B conf
SAT and Hybrid Models of the Car Sequencing Problem.
CPAIOR
Christian Artigues, Emmanuel Hebrard, Valentin Mayer-Eichberger, Mohamed Siala, Toby Walsh
2013 J jnl
Three Generalizations of the FOCUS Constraint
CoRR
Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh
2013 A* conf
Three Generalizations of the FOCUS Constraint.
IJCAI
Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh
2012 A conf
An Optimal Arc Consistency Algorithm for a Chain of Atmost Constraints with Cardinality.
CP
Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet