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Random matrix-improved kernels for large dimensional spectral clustering

Hafiz Tiomoko Ali , Abla Kammoun , Romain Couillet
2018 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 classification

F Chiaroni , Mohamed-Cherif Rahal , Nicolas Hueber , Frédéric Dufaux
IEEE 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 networks

Hafiz Tiomoko Ali , Romain Couillet
50th 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 Surfaces

Jiang Liu
Networking and Internet Architecture [cs.NI]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG111⟩
Theses tel-03558602v1
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Scalable structural break detection

Tamas Elteto , Nikolaus Hansen , Cecile Germain-Renaud , Pascal Bondon
Applied 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 Traffic

Edouard Leurent , Jean Mercat
Preprints, Working Papers, ... hal-02383940v1

Adversarial Multi-armed Bandit for mmWave Beam Alignment with One-Bit Feedback

Irched Chafaa , E. Veronica Belmega , Mérouane Debbah
VALUETOOLS 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 Clustering

Konstantin Avrachenkov , Arun Kadavankandy , Nelly Litvak
Journal of Statistical Physics, 2018, 173 (3-4), pp.895 - 916. ⟨10.1007/s10955-018-2099-5⟩
Journal articles hal-01936016v1

Infinite-Task Learning with Vector-Valued RKHSs

Romain Brault , Alex Lambert , Zoltan Szabo , Maxime Sangnier , Florence d'Alché-Buc
Preprints, Working Papers, ... hal-01800203v1

Exploiting Channel Sparsity for Beam Alignment in mmWave Systems via Exponential Learning

Irched Chafaa , E. Veronica Belmega , Merouane Debbah
2020 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 Machines

Zhenyu Liao , Romain Couillet
IEEE 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 Monitoring

Sarah Wassermann , Thibaut Cuvelier , Pavol Mulinka , Pedro Casas
15th International Conference on Network and Service Management (CNSM), IFIP, Oct 2019, Halifax, Canada
Conference papers hal-02301393v1

Improving Stream-Based Active Learning with Reinforcement Learning

Sarah Wassermann , Thibaut Cuvelier , Pedro Casas
Women in Machine Learning (WiML) Workshop 2019, Dec 2019, Vancouver, Canada
Conference poster hal-02375296v1
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Resource Allocation in Future Radio Access Networks

Mahdi Sharara
Networking 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 génératif

Florent Chiaroni , Mohamed-Cherif Rahal , Frédéric Dufaux , Nicolas Hueber
Conférence 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 Learning

Malik Tiomoko
Machine Learning [stat.ML]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG067⟩
Theses tel-03391681v1
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Discovering Piecewise Linear Models of Grid Workload

Tamas Elteto , Cecile Germain-Renaud , Pascal Bondon , Michèle Sebag
10th 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 Feedback

M. Sadegh Talebi , Zhenhua Zou , Richard Combes , Alexandre Proutiere , Mikael Johansson
IEEE 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 Approach

Boris Kratz , Pierre Jehel , Maxime Tatin , Emmanuel Vazquez
PhD day, june 2023, Palaiseau, Jun 2023, Palaiseau, France
Conference poster hal-04191585v1
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RAL - Improving Stream-Based Active Learning by Reinforcement Learning

Sarah Wassermann , Thibaut Cuvelier , Pedro Casas
European 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 Networks

Romain Couillet , Gilles Wainrib , Hafiz Tiomoko Ali , Harry Sevi
International 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 Networks

Arzhang Shahbazi
Machine 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 VVC

Dayong Wang , Liulin Chen , Xin Lu , Frédéric Dufaux , Weisheng Li , et al.
International 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 optimization

Paul Feliot , Julien Bect , Emmanuel Vazquez
Journal 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 Control

Benjamin Larrousse , Samson Lasaulce , Matthieu Bloch
IEEE 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 recovery

Benoît Malézieux , Thomas Moreau , Matthieu Kowalski
International 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 Classification

Florent Chiaroni , Ghazaleh Khodabandelou , Mohamed-Cherif Rahal , Nicolas Hueber , Frédéric Dufaux
Pattern 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 Data

Zhenyu Liao , Romain Couillet
ICML 2018 - 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden
Conference papers hal-01954933v1

Energy-Efficient MIMO Multiuser Systems: Nash Equilibrium Analysis

Hang Zou , Chao Zhang , Samson Lasaulce , Lucas Saludjian , Patrick Panciatici
Ubiquitous 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

Lossy Communication Subject to Statistical Parameter Privacy

German Bassi , Pablo Piantanida , Mikael Skoglund
IEEE International Symposium on Information Theory (ISIT 2018), Jun 2018, Vail, United States. ⟨10.1109/isit.2018.8437690⟩
Conference papers hal-01756020v1