Mohamed Siala

Orcid: 0000-0001-9503-4091

Affiliations:
  • University of Toulouse, LAAS-CNRS, France
  • INSA Toulouse, France
  • University College Cork, Ireland (former)


According to our database1, Mohamed Siala authored at least 31 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Probabilistic Dataset Reconstruction from Interpretable Models.
Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

2023
Improving fairness generalization through a sample-robust optimization method.
Mach. Learn., June, 2023

SoK: Taming the Triangle - On the Interplays between Fairness, Interpretability and Privacy in Machine Learning.
CoRR, 2023

Exploiting Fairness to Enhance Sensitive Attributes Reconstruction.
Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

2022
Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2022

Optimizing Binary Decision Diagrams with MaxSAT for Classification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
FairCORELS, an Open-Source Library for Learning Fair Rule Lists.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Assigning and Scheduling Service Visits in a Mixed Urban/Rural Setting.
Int. J. Artif. Intell. Tools, 2020

Learning Optimal Decision Trees with MaxSAT and its Integration in AdaBoost.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Towards Formal Fairness in Machine Learning.
Proceedings of the Principles and Practice of Constraint Programming, 2020

2019
Complexity Study for the Robust Stable Marriage Problem.
Theor. Comput. Sci., 2019

Combinatorial search from an energy perspective.
Inf. Process. Lett., 2019

Learning Fair Rule Lists.
CoRR, 2019

An Approach to Robustness in the Stable Roommates Problem and Its Comparison with the Stable Marriage Problem.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2019

2018
From Backdoor Key to Backdoor Completability: Improving a Known Measure of Hardness for the Satisfiable CSP.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018

2017
Finding Robust Solutions to Stable Marriage.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

New Models for Two Variants of Popular Matching.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Explanation-Based Weighted Degree.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017

Rotation-Based Formulation for Stable Matching.
Proceedings of the Principles and Practice of Constraint Programming, 2017

On the Complexity of Robust Stable Marriage.
Proceedings of the Combinatorial Optimization and Applications, 2017

Robust Stable Marriage.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Three generalizations of the FOCUS constraint.
Constraints An Int. J., 2016

Revisiting Two-Sided Stability Constraints.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2016

A CP-Based Approach for Popular Matching.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Search, propagation, and learning in sequencing and scheduling problems. (Recherche, propagation et apprentissage dans les problèmes de séquencement et d'ordonnancement).
PhD thesis, 2015

A study of constraint programming heuristics for the car-sequencing problem.
Eng. Appl. Artif. Intell., 2015

Search, propagation, and learning in sequencing and scheduling problems.
Constraints An Int. J., 2015

Two Clause Learning Approaches for Disjunctive Scheduling.
Proceedings of the Principles and Practice of Constraint Programming, 2015

2014
An optimal arc consistency algorithm for a particular case of sequence constraint.
Constraints An Int. J., 2014

SAT and Hybrid Models of the Car Sequencing Problem.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014

2012
An Optimal Arc Consistency Algorithm for a Chain of Atmost Constraints with Cardinality.
Proceedings of the Principles and Practice of Constraint Programming, 2012


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