Mohamed Siala

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Venues

CoRR

CPAIOR

AAAI

Constraints An Int. J.

INSA Toulouse, France (PHD)

Education History

INSA Toulouse, France

PHD

Publications

Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Probabilistic Dataset Reconstruction from Interpretable Models. SaTML (2024)
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 (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) (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. SaTML (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Probabilistic Dataset Reconstruction from Interpretable Models. CoRR (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. CoRR (2022)
Hao Hu, Marie-José Huguet, Mohamed Siala
Optimizing Binary Decision Diagrams with MaxSAT for classification. CoRR (2022)
Hao Hu, Marie-José Huguet, Mohamed Siala
Optimizing Binary Decision Diagrams with MaxSAT for Classification. AAAI (2022)
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists. CPAIOR (2022)
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
FairCORELS, an Open-Source Library for Learning Fair Rule Lists. CIKM (2021)
Hao Hu, Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet
Learning Optimal Decision Trees with MaxSAT and its Integration in AdaBoost. IJCAI (2020)
Alexey Ignatiev, Martin C. Cooper, Mohamed Siala, Emmanuel Hebrard, João Marques-Silva
Towards Formal Fairness in Machine Learning. CP (2020)
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) (2020)
Mohamed Siala, Barry O'Sullivan
Combinatorial search from an energy perspective. Inf. Process. Lett. 148 (2019)
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Learning Fair Rule Lists. CoRR (2019)
Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
Complexity Study for the Robust Stable Marriage Problem. Theor. Comput. Sci. 775 (2019)
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)
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)
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)
Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
On the Complexity of Robust Stable Marriage. COCOA (2) (2017)
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin
Robust Stable Marriage. AAAI (2017)
Danuta Sorina Chisca, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
New Models for Two Variants of Popular Matching. ICTAI (2017)
Mohamed Siala, Barry O'Sullivan
Rotation-Based Formulation for Stable Matching. CP (2017)
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin
Finding Robust Solutions to Stable Marriage. IJCAI (2017)
Emmanuel Hebrard, Mohamed Siala
Explanation-Based Weighted Degree. CPAIOR (2017)
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin
Finding Robust Solutions to Stable Marriage. CoRR (2017)
Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
On the Complexity of Robust Stable Marriage. CoRR (2017)
Mohamed Siala, Barry O'Sullivan
Revisiting Two-Sided Stability Constraints. CPAIOR (2016)
Danuta Sorina Chisca, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
A CP-Based Approach for Popular Matching. AAAI (2016)
Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh
Three generalizations of the FOCUS constraint. Constraints An Int. J. 21 (4) (2016)
Mohamed Siala, Christian Artigues, Emmanuel Hebrard
Two Clause Learning Approaches for Disjunctive Scheduling. CP (2015)
Mohamed Siala
Search, propagation, and learning in sequencing and scheduling problems. Constraints An Int. J. 20 (4) (2015)
Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet
A study of constraint programming heuristics for the car-sequencing problem. Eng. Appl. Artif. Intell. 38 (2015)
Christian Artigues, Emmanuel Hebrard, Valentin Mayer-Eichberger, Mohamed Siala, Toby Walsh
SAT and Hybrid Models of the Car Sequencing Problem. CPAIOR (2014)
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) (2014)
Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh
Three Generalizations of the FOCUS Constraint CoRR (2013)
Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh
Three Generalizations of the FOCUS Constraint. IJCAI (2013)
Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet
An Optimal Arc Consistency Algorithm for a Chain of Atmost Constraints with Cardinality. CP (2012)

Mohamed Siala.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mohamed Siala