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    39

    Mohamed Siala


    Journal articles8 documents

    • Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala. Improving Fairness Generalization Through a Sample-Robust Optimization Method. Machine Learning, Springer Verlag, In press, Special Issue on Safe and Fair Machine Learning, ⟨10.1007/s10994-022-06191-y⟩. ⟨hal-03709547⟩
    • Mohamed Siala, Barry O'Sullivan. Combinatorial Search from an Energy Perspective. Information Processing Letters, Elsevier, 2019, 148, pp.23-27. ⟨10.1016/j.ipl.2019.04.002⟩. ⟨hal-02120041⟩
    • Begum Genc, Mohamed Siala, Gilles Simonin, Barry O'Sullivan. Complexity Study for the Robust Stable Marriage Problem. Theoretical Computer Science, Elsevier, 2019, 775, pp.76-92. ⟨10.1016/j.tcs.2018.12.017⟩. ⟨hal-01974431⟩
    • Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh. Three generalizations of the FOCUS constraint. Constraints, Springer Verlag, 2016, 21 (4), pp.459-532. ⟨10.1007/s10601-015-9233-7⟩. ⟨hal-01238445⟩
    • Mohamed Siala, Emmanuel Hébrard, Marie-José Huguet. A study of constraint programming heuristics for the car-sequencing problem. Engineering Applications of Artificial Intelligence, Elsevier, 2015, 38, pp.34 - 44. ⟨10.1016/j.engappai.2014.10.009⟩. ⟨hal-01084239⟩
    • Mohamed Siala, Emmanuel Hébrard, Marie-José Huguet. An Optimal Arc Consistency Algorithm for a Particular Case of Sequence Constraint. Constraints, Springer Verlag, 2014, 19 (1), pp.30-56. ⟨10.1007/s10601-013-9150-6⟩. ⟨hal-00876594⟩
    • Fatma Abdelkefi, S. Feki, Mohamed Siala, Guillaume Ferré. Channel Estimation Errors impact on the sum-rate maximization in a JP-CoMP Transmission Systems. Transactions on emerging telecommunications technologies, Wiley-Blackwell, 2013, 1 (1), pp.1-15. ⟨10.1002/ett.2673⟩. ⟨hal-00951939⟩
    • Noura Sellami, Mohamed Siala, Aline Roumy, Inès Kammoun. MAP sequence equalization for imperfect frequency selective channel knowledge. European Transactions on Telecommunications, Wiley, 2010, 21 (2), pp.121-130. ⟨10.1002/ett.1404⟩. ⟨inria-00504262⟩

    Conference papers29 documents

    • Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala. Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists. 19th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-2022), Jun 2022, Los Angeles, CA, United States. ⟨hal-03602234⟩
    • Julien Ferry, Ulrich Aïvodji, Sebastien Gambs, Marie-José Huguet, Mohamed Siala. Concilier l'équité statistique et la précision en apprentissage machine interprétable grâce à la PLNE. 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. ⟨hal-03595267⟩
    • Hao Hu, Marie-José Huguet, Mohamed Siala. Optimizing Binary Decision Diagrams with MaxSAT for Classification. 36th AAAI Conference on Artificial Intelligence, Feb 2022, Vancouver, Canada. ⟨hal-03667549⟩
    • Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala. Améliorer la généralisation de l'équité en apprentissage grâce à l'Optimisation Distributionnellement Robuste. Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA/PFIA 2021), Jul 2021, Bordeaux (virtual), France. ⟨hal-03249522⟩
    • Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala. FairCORELS, an Open-Source Library for Learning Fair Rule Lists. ACM International Conference on Information and Knowledge Management, Virtual Event, Nov 2021, Queensland, Australia. pp.4665-4669, ⟨10.1145/3459637.3481965⟩. ⟨hal-03427276⟩
    • Alexey Ignatiev, Martin Cooper, Mohamed Siala, Emmanuel Hébrard, João Marques Silva. Towards Formal Fairness in Machine Learning. 26th International Conference on Principles and Practice of Constraint Programming (CP 2020), Sep 2020, Louvain (online), Belgium. pp.846-867, ⟨10.1007/978-3-030-58475-7_49⟩. ⟨hal-02950860⟩
    • 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. Sixteenth International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, Jun 2019, Thessaloniki, Greece. ⟨10.1007/978-3-030-19212-9_21⟩. ⟨hal-02062127⟩
    • Begum Genc, Mohamed Siala, Barry O ' Sullivan, Gilles Simonin. Robust Stable Marriage. AAAI - 17, Feb 2017, San Francisco, United States. pp.4925-4926. ⟨hal-01689852⟩
    • Emmanuel Hébrard, Mohamed Siala. Explanation-Based Weighted Degree. CPAIOR, Jun 2017, Padoue, Italy. 9p. ⟨hal-01670307⟩
    • Begum Genc, Mohamed Siala, Gilles Simonin, Barry O ' Sullivan. Finding Robust Solutions to Stable Marriage. IJCAI 2017, Aug 2017, Melbourne, Australia. ⟨hal-01689897⟩
    • Wafa Khrouf, Zeineb Hraiech, Fatma Abdelkefi, Mohamed Siala, Matthieu Crussière. On the Joint Use of Time Reversal and POPS-OFDM for 5G Systems. VTC Fall IEEE 86th Vehicular Technology Conference, Sep 2017, Toronto, Canada. ⟨hal-01763320⟩
    • Begum Genc, Mohamed Siala, Gilles Simonin, Barry O ' Sullivan. On the Complexity of Robust Stable Marriage. COCOA 2017 11th Annual International Conference on Combinatorial Optimization and Applications , Dec 2017, Shanghai, China. ⟨hal-01689884⟩
    • Danuta Sorina Chisca, Mohamed Siala, Gilles Simonin, Barry O ' Sullivan. A CP-Based Approach to Popular Matching. AAAI 2016, Feb 2016, Phoenix, United States. ⟨hal-01689926⟩
    • Zeineb Hraiech, Fatma Abdelkefi, Mohamed Siala, Walid Ben-Ameur. Characterization of Ping-Pong Optimized Pulse Shaping-OFDM (POPS-OFDM) for 5G systems. VTC Spring 2015 : 81st Vehicular Technology Conference, May 2015, Glascow, United Kingdom. pp.1 - 6, ⟨10.1109/VTCSpring.2015.7145741⟩. ⟨hal-01265526⟩
    • Mohamed Siala, Christian Artigues, Emmanuel Hébrard. Two Clause Learning Approaches for Disjunctive Scheduling. Principles and Practice of Constraint Programming, Aug 2015, Cork, Ireland. pp.393-402, ⟨10.1007/978-3-319-23219-5_28⟩. ⟨hal-01229050⟩
    • Ahlem Khlass, Yacine Ghamri-Doudane, Mohamed Siala. Network connectivity and capacity improvement in cooperative vehicular networks using distributed network coding . 6th International Conference on Network of the Future, NoF 2015, Sep 2015, Montréal, Canada. ⟨hal-01378142⟩
    • Christian Artigues, Emmanuel Hébrard, Valentin Mayer-Eichberger, Mohamed Siala, Toby Walsh. SAT and Hybrid Models of the Car Sequencing Problem. 11th International Conference, CPAIOR 2014, Cork, Ireland, May 19-23, 2014., May 2014, Cork, Ireland. pp.268-283, ⟨10.1007/978-3-319-07046-9_19⟩. ⟨hal-00991036⟩
    • Mohamed Siala, Christian Artigues, Emmanuel Hébrard, Marie-José Huguet. Solving hard sequencing problems via the AtMostSeqCard constraint. ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France. ⟨hal-00946361v2⟩
    • Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh. Three Generalizations of the FOCUS Constraint. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Aug 2013, Beijing, China. p.630 ; ISBN 978-1-57735-633-2. ⟨hal-00871750⟩
    • Inès Elleuch, Fatma Abdelkefi, Amor Nafkha, Mohamed Siala. Efficient Limited Data Multi-Antenna Compressed Spectrum Sensing Exploiting Angular Sparsity. PIMRC 2013, Sep 2013, London, United Kingdom. ⟨hal-00868256⟩
    • Christian Artigues, Emmanuel Hébrard, Valentin Mayer-Eichberger, Mohamed Siala, Toby Walsh. SAT and Hybrid models of the Car-Sequencing problem. Third International Workshop on the Cross-Fertilization Between CSP and SAT, in conjunction with CP 2013, Sep 2013, Uppsala, Sweden. ⟨hal-00871729v2⟩
    • Mohamed Siala, Christian Artigues, Emmanuel Hébrard. Explaining the AtMostSeqCard constraint. Doctoral Program Workshop at CP2013, Sep 2013, Uppsala, Sweden. ⟨hal-00871706⟩
    • Mohamed Siala, Emmanuel Hébrard, Marie-José Huguet. An Optimal Arc Consistency Algorithm for a Chain of Atmost Constraints with Cardinality. Eighteenth International Conference on Principles and Practice of Constraint Programming, Oct 2012, Quebec, Canada. pp.55-69, ⟨10.1007/978-3-642-33558-7_7⟩. ⟨hal-00713860⟩
    • Souhaila Fki, Fatma Abdelkefi, Guillaume Ferré, Mohamed Siala. Performance of Zero-Forcing and Block-diagonalization Methods for Cooperative MIMO Downlink Base Stations in the Presence of Channel Estimation Errors. IEEE Symposium on Computers and Communications (ISCC), 2012, Jul 2012, Cappadocia, Italy. pp.6-11, ⟨10.1109/ISCC.2012.6249260⟩. ⟨hal-00951964⟩
    • Souhaila Fki, Fatma Abdelkefi, Mohamed Siala, Guillaume Ferré. An Iterative Method for the Maximization of the Sum-Rate of Multicell Cooperative Systems. Proceedings of the 20th European Signal Processing Conference (EUSIPCO), 2012, Aug 2012, Bucarest, Hungary. pp.1613-1617. ⟨hal-00951965⟩
    • S. Feki, Fatma Abdelkefi, Mohamed Siala, Guillaume Ferré. Multicell Cooperative Base Stations in Presence of Channel Estimation Errors. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012, Jul 2012, Montreal, Canada. pp.660-665, ⟨10.1109/ISSPA.2012.6310636⟩. ⟨hal-00951961⟩
    • Emmanuel Hébrard, Marie-José Huguet, Mohamed Siala. Algorithme optimal d'arc-consistance pour une séquence de contraintes AtMost avec cardinalité. JFPC 2012, May 2012, Toulouse, France. 10 p. ⟨hal-00812413⟩
    • Inès Kammoun, Mohamed Siala, Noura Sellami, Aline Roumy. {Symbol MAP Detection Aided with First Channel Estimate for TDMA Systems Over a Frequency Selective Channel}. IEEE International Symposium on Wireless Communication Systems 2009 (ISWCS'09), 2009, Sienna, Italy. ⟨inria-00504560⟩
    • Noura Sellami, Mohamed Siala, Aline Roumy, Inès Kammoun. {Generalized MAP: sequence detection for non ideal frequency selective channel knowledge}. Proc.of ICASSP, IEEE Int. Conference on Acoustics, Speech and Signal Processing, 2007, Honolulu, United States. ⟨inria-00504583⟩

    Preprints, Working Papers, ...1 document

    • Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala. Learning Fair Rule Lists. 2019. ⟨hal-03248831⟩

    Other reports1 document

    • Dimitri Peaucelle, Marie-José Huguet, Yannick Pencolé, Christian Artigues, Emmanuel Hébrard, et al.. Bilan et prospectives 2019 du département Décision & Optimisation du LAAS-CNRS. Rapport LAAS n° 19270. 2019. ⟨hal-02295816⟩