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MS
Mohamed Siala
47
Documents
Identifiants chercheurs
mohamed-siala-
0000-0001-9503-4091
- IdRef : 186243138
Présentation
Publications
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Probabilistic Dataset Reconstruction from Interpretable Models2nd IEEE Conference on Secure and Trustworthy Machine Learning, Apr 2024, Toronto, Canada
Communication dans un congrès
hal-04189566v2
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Exploiting Fairness to Enhance Sensitive Attributes ReconstructionFirst IEEE Conference on Secure and Trustworthy Machine Learning, Feb 2023, Raleigh, North Carolina, United States. ⟨10.1109/SaTML54575.2023.00012⟩
Communication dans un congrès
hal-03766710v2
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Exploiter l'équité d'un modèle d'apprentissage pour reconstruire les attributs sensibles de son ensemble d'entraînementRencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA/PFIA 2023), Jul 2023, Strasbourg, France
Communication dans un congrès
hal-04190265v1
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Optimizing Binary Decision Diagrams with MaxSAT for Classification36th AAAI Conference on Artificial Intelligence, Feb 2022, Vancouver, Canada
Communication dans un congrès
hal-03667549v1
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Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists19th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-2022), Jun 2022, Los Angeles, CA, United States
Communication dans un congrès
hal-03602234v1
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Concilier l'équité statistique et la précision en apprentissage machine interprétable grâce à la PLNE23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Communication dans un congrès
hal-03595267v1
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Améliorer la généralisation de l'équité en apprentissage grâce à l'Optimisation Distributionnellement RobusteRencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA/PFIA 2021), Jul 2021, Bordeaux (virtual), France
Communication dans un congrès
hal-03249522v1
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FairCORELS, an Open-Source Library for Learning Fair Rule ListsACM International Conference on Information and Knowledge Management, Virtual Event, Nov 2021, Queensland, Australia. pp.4665-4669, ⟨10.1145/3459637.3481965⟩
Communication dans un congrès
hal-03427276v1
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Learning Optimal Decision Trees with MaxSAT and its Integration in AdaBoostIJCAI-PRICAI 2020, 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence, Jul 2020, Yokohama, Japan
Communication dans un congrès
hal-02740415v1
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Towards Formal Fairness in Machine Learning26th 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⟩
Communication dans un congrès
hal-02950860v1
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An Approach to Robustness in the Stable Roommates Problem and its Comparison with the Stable Marriage ProblemSixteenth 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⟩
Communication dans un congrès
hal-02062127v1
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Explanation-Based Weighted DegreeCPAIOR, Jun 2017, Padoue, Italy. 9p
Communication dans un congrès
hal-01670307v1
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Finding Robust Solutions to Stable MarriageIJCAI 2017, Aug 2017, Melbourne, Australia
Communication dans un congrès
hal-01689897v1
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On the Complexity of Robust Stable MarriageCOCOA 2017 11th Annual International Conference on Combinatorial Optimization and Applications , Dec 2017, Shanghai, China
Communication dans un congrès
hal-01689884v1
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On the Joint Use of Time Reversal and POPS-OFDM for 5G SystemsVTC Fall IEEE 86th Vehicular Technology Conference, Sep 2017, Toronto, Canada
Communication dans un congrès
hal-01763320v1
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Robust Stable MarriageAAAI - 17, Feb 2017, San Francisco, United States. pp.4925-4926
Communication dans un congrès
hal-01689852v1
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A CP-Based Approach to Popular MatchingAAAI 2016, Feb 2016, Phoenix, United States
Communication dans un congrès
hal-01689926v1
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Characterization of Ping-Pong Optimized Pulse Shaping-OFDM (POPS-OFDM) for 5G systemsVTC Spring 2015 : 81st Vehicular Technology Conference, May 2015, Glascow, United Kingdom. pp.1 - 6, ⟨10.1109/VTCSpring.2015.7145741⟩
Communication dans un congrès
hal-01265526v1
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Network connectivity and capacity improvement in cooperative vehicular networks using distributed network coding6th International Conference on Network of the Future, NoF 2015, Sep 2015, Montréal, Canada
Communication dans un congrès
hal-01378142v1
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Two Clause Learning Approaches for Disjunctive SchedulingPrinciples and Practice of Constraint Programming, Aug 2015, Cork, Ireland. pp.393-402, ⟨10.1007/978-3-319-23219-5_28⟩
Communication dans un congrès
hal-01229050v1
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Analyse de conflit non-standard pour résoudre le problème de Job-ShopROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France
Communication dans un congrès
hal-00946365v1
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Solving hard sequencing problems via the AtMostSeqCard constraintROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France
Communication dans un congrès
hal-00946361v2
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SAT and Hybrid Models of the Car Sequencing Problem11th 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⟩
Communication dans un congrès
hal-00991036v1
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Efficient Limited Data Multi-Antenna Compressed Spectrum Sensing Exploiting Angular SparsityPIMRC 2013, Sep 2013, London, United Kingdom
Communication dans un congrès
hal-00868256v1
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Explaining the AtMostSeqCard constraintDoctoral Program Workshop at CP2013, Sep 2013, Uppsala, Sweden
Communication dans un congrès
hal-00871706v1
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SAT and Hybrid models of the Car-Sequencing problemThird International Workshop on the Cross-Fertilization Between CSP and SAT, in conjunction with CP 2013, Sep 2013, Uppsala, Sweden
Communication dans un congrès
hal-00871729v2
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Three Generalizations of the FOCUS Constraint23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Aug 2013, Beijing, China. p.630 ; ISBN 978-1-57735-633-2
Communication dans un congrès
hal-00871750v1
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Performance of Zero-Forcing and Block-diagonalization Methods for Cooperative MIMO Downlink Base Stations in the Presence of Channel Estimation ErrorsIEEE Symposium on Computers and Communications (ISCC), 2012, Jul 2012, Cappadocia, Italy. pp.6-11, ⟨10.1109/ISCC.2012.6249260⟩
Communication dans un congrès
hal-00951964v1
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An Optimal Arc Consistency Algorithm for a Chain of Atmost Constraints with CardinalityEighteenth International Conference on Principles and Practice of Constraint Programming, Oct 2012, Quebec, Canada. pp.55-69, ⟨10.1007/978-3-642-33558-7_7⟩
Communication dans un congrès
hal-00713860v1
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An Iterative Method for the Maximization of the Sum-Rate of Multicell Cooperative SystemsProceedings of the 20th European Signal Processing Conference (EUSIPCO), 2012, Aug 2012, Bucarest, Hungary. pp.1613-1617
Communication dans un congrès
hal-00951965v1
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Algorithme optimal d'arc-consistance pour une séquence de contraintes AtMost avec cardinalitéJFPC 2012, May 2012, Toulouse, France. 10 p
Communication dans un congrès
hal-00812413v1
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Multicell Cooperative Base Stations in Presence of Channel Estimation Errors11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012, Jul 2012, Montreal, Canada. pp.660-665, ⟨10.1109/ISSPA.2012.6310636⟩
Communication dans un congrès
hal-00951961v1
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{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
Communication dans un congrès
inria-00504560v1
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{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
Communication dans un congrès
inria-00504583v1
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SoK: Taming the Triangle - On the Interplays between Fairness, Interpretability and Privacy in Machine Learning2023
Pré-publication, Document de travail
hal-04359832v1
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Learning Fair Rule Lists2019
Pré-publication, Document de travail
hal-03248831v1
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Bilan et prospectives 2019 du département Décision & Optimisation du LAAS-CNRSRapport LAAS n° 19270. 2019
Autre rapport, séminaire, workshop
hal-02295816v1
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Search, propagation, and learning in sequencing and scheduling problemsArtificial Intelligence [cs.AI]. INSA de Toulouse, 2015. English. ⟨NNT : 2015ISAT0008⟩
Thèse
tel-01164291v2
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