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Random matrix-improved kernels for large dimensional spectral clustering2018 IEEE Statistical Signal Processing Workshop (SSP), Jun 2018, Freiburg, Germany. ⟨10.1109/ssp.2018.8450705⟩
Conference papers
hal-01812009v1
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Learning with a generative adversarial network from a positive unlabeled dataset for image classificationIEEE International Conference on Image Processing, Oct 2018, Athens, Greece. ⟨10.1109/icip.2018.8451831⟩
Conference papers
hal-01811008v1
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Random matrix improved community detection in heterogeneous networks50th Asilomar Conference on Signals, Systems and Computers, Nov 2016, Pacific Grove, United States. ⟨10.1109/acssc.2016.7869603⟩
Conference papers
hal-01812036v1
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Wireless Communications Assisted by Reconfigurable Intelligent SurfacesNetworking and Internet Architecture [cs.NI]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG111⟩
Theses
tel-03558602v1
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Scalable structural break detectionApplied Soft Computing, 2012, ⟨10.1016/j.asoc.2012.06.002⟩
Journal articles
hal-00711843v1
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Social Attention for Autonomous Decision-Making in Dense Traffic2019
Preprints, Working Papers, ...
hal-02383940v1
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Adversarial Multi-armed Bandit for mmWave Beam Alignment with One-Bit FeedbackVALUETOOLS 2019: 12th EAI International Conference on Performance Evaluation Methodologies and Tools, 2019, Palma Spain, France. pp.23-30, ⟨10.1145/3306309.3306315⟩
Conference papers
hal-03160015v1
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Mean Field Analysis of Personalized PageRank with Implications for Local Graph ClusteringJournal of Statistical Physics, 2018, 173 (3-4), pp.895 - 916. ⟨10.1007/s10955-018-2099-5⟩
Journal articles
hal-01936016v1
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Infinite-Task Learning with Vector-Valued RKHSs2018
Preprints, Working Papers, ...
hal-01800203v1
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Exploiting Channel Sparsity for Beam Alignment in mmWave Systems via Exponential Learning2020 IEEE International Conference on Communications Workshops (ICC Workshops), Jun 2020, Dublin, France. pp.1-6, ⟨10.1109/ICCWorkshops49005.2020.9145064⟩
Conference papers
hal-03160013v1
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A Large Dimensional Analysis of Least Squares Support Vector MachinesIEEE Transactions on Signal Processing, 2019, 67 (4), pp.1065-1074. ⟨10.1109/TSP.2018.2889954⟩
Journal articles
hal-02048984v1
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ADAM & RAL: Adaptive Memory Learning and Reinforcement Active Learning for Network Monitoring15th International Conference on Network and Service Management (CNSM), IFIP, Oct 2019, Halifax, Canada
Conference papers
hal-02301393v1
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Improving Stream-Based Active Learning with Reinforcement LearningWomen in Machine Learning (WiML) Workshop 2019, Dec 2019, Vancouver, Canada
Conference poster
hal-02375296v1
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Resource Allocation in Future Radio Access NetworksNetworking and Internet Architecture [cs.NI]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPASG024⟩
Theses
tel-04064829v1
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Classification d’images en apprenant sur des échantillons positifs et non labélisés avec un réseau antagoniste génératifConférence Nationale en Intelligence Artificielle et Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Jul 2018, Nancy, France
Conference papers
hal-01811036v1
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Advanced Random Matrix Methods for Machine LearningMachine Learning [stat.ML]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG067⟩
Theses
tel-03391681v1
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Discovering Piecewise Linear Models of Grid Workload10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing, May 2010, Melbourne, Australia. pp.474-484
Conference papers
hal-00491562v1
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Stochastic Online Shortest Path Routing: The Value of FeedbackIEEE Transactions on Automatic Control, 2017, 63 (4), pp.915 - 930. ⟨10.1109/TAC.2017.2747409⟩
Journal articles
hal-01575796v1
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Optimizing TBM Parameters through Surface Settlement Monitoring Using Surrogate Modelling ApproachPhD day, june 2023, Palaiseau, Jun 2023, Palaiseau, France
Conference poster
hal-04191585v1
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RAL - Improving Stream-Based Active Learning by Reinforcement LearningEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) Workshop on Interactive Adaptive Learning (IAL), Sep 2019, Würzburg, Germany
Conference papers
hal-02265426v1
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A Random Matrix Approach to Echo-State Neural NetworksInternational Conference on Machine Learning (ICML 2016), Jun 2016, New York, United States
Conference papers
hal-01812026v1
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Machine Learning Techniques for UAV-assisted NetworksMachine Learning [cs.LG]. Université Paris-Saclay, 2022. English. ⟨NNT : 2022UPASG076⟩
Theses
tel-03889218v1
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Fast Learning-Based Split Type Prediction Algorithm for VVCInternational Conference on Image Processing (ICIP’2023), IEEE, Oct 2023, Kuala Lumpur, Malaysia
Conference papers
hal-04149443v1
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A Bayesian approach to constrained single- and multi-objective optimizationJournal of Global Optimization, 2017, 67 (1), pp.97-133. ⟨10.1007/s10898-016-0427-3⟩
Journal articles
hal-01207679v3
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Coordination in Distributed Networks via Coded Actions with Application to Power ControlIEEE Transactions on Information Theory, 2018, 64 (5), pp.3633-3654. ⟨10.1109/tit.2018.2809008⟩
Journal articles
hal-01745323v1
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Understanding approximate and unrolled dictionary learning for pattern recoveryInternational Conference on Learning Representations, Apr 2022, Online, France
Conference papers
hal-03258196v4
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Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image ClassificationPattern Recognition, 2020, 107, pp.107527. ⟨10.1016/j.patcog.2020.107527⟩
Journal articles
hal-02302682v2
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On the Spectrum of Random Features Maps of High Dimensional DataICML 2018 - 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden
Conference papers
hal-01954933v1
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Energy-Efficient MIMO Multiuser Systems: Nash Equilibrium AnalysisUbiquitous Networking, 12293, Springer International Publishing, pp.68-81, 2020, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-58008-7_6⟩
Book sections
hal-03517198v1
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Lossy Communication Subject to Statistical Parameter PrivacyIEEE International Symposium on Information Theory (ISIT 2018), Jun 2018, Vail, United States. ⟨10.1109/isit.2018.8437690⟩
Conference papers
hal-01756020v1
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