Samir M. Perlaza Samir M. Perlaza | INRIA | Permanent Member of the Scientific Staff

Présentation

Samir M. Perlaza is a permanent member of the scientific staff at INRIA, the French Institute for Research in Computer Science and Applied Mathematics; a visiting research collaborator in the Department of Electrical and Computer Engineering at Princeton University; and an associate researcher in the Mathematics Laboratory GAATI at the University of French Polynesia. He received the M.Sc. and Ph.D. degrees from École Nationale Supérieure des Télécommunications (Telecom ParisTech) in 2008 and 2011, respectively. From 2008 to 2011, he was also a research engineer at France Télécom - Orange Labs (Paris, France). He was a postdoctoral researcher in the Alcatel-Lucent Chair in Flexible Radio at Supélec in 2011 and at Princeton University in 2012 - 2013. Dr. Perlaza's research interests are in the areas of information theory, game theory, data sciences, and their applications in wireless networks, power systems, and artificial intelligence. Among his publications in these areas is the recent book ‘‘Advanced Data Analytics for Power Systems’’ (Cambridge University Press, 2021). Dr. Perlaza has served as an Editor of the IEEE Transactions in Communications and the IET Smart Grid Journal. Recognition of his work includes the Alban Fellowship and the Marie Sklodowska-Curie Fellowship, both from the European Commission.

Publications

Article dans une revue (32)

Simultaneous Information and Energy Transmission with Short Packets and Finite Constellations Sadaf Ul Zuhra,Samir M Perlaza,H. Vincent Poor,Mikael Skoglund IEEE Transactions on Communications, 2025, 73 (9), pp.7505-7516. ⟨10.1109/TCOMM.2025.3554115⟩ Article dans une revue hal-03848708v2
Variations on the Expectation Due to Changes in the Probability Measure Samir M. Perlaza,Gaetan Bisson Entropy, 2025, 27 (8), pp.865. ⟨10.3390/e27080865⟩ Article dans une revue hal-05211105v1
Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization Francisco Daunas,Iñaki Esnaola,Samir M. Perlaza,H. Vincent Poor IEEE Transactions on Information Theory, 2025, 71 (8), pp.6198 - 6226. ⟨10.1109/TIT.2025.3565706⟩ Article dans une revue hal-04719783v3
The Worst-Case Data-Generating Probability Measure in Statistical Learning Xinying Zou,Samir M Perlaza,Iñaki Esnaola,Eitan Altman,H. Vincent Poor IEEE Journal on Selected Areas in Information Theory, 2024, 5, pp.175-189. ⟨10.1109/JSAIT.2024.3383281⟩ Article dans une revue hal-04442591v2
An Information Theoretic Metric for Measurement Vulnerability to Data Integrity Attacks on Smart Grids Xiuzhen Ye,Iñaki Esnaola,Samir M Perlaza,Robert F Harrison IET Smart Grid, 2024, 7 (5), pp.583--592. ⟨10.1049/stg2.12163⟩ Article dans une revue hal-03849768v1
Empirical Risk Minimization with Relative Entropy Regularization Samir M Perlaza,Gaetan Bisson,Iñaki Esnaola,Alain Jean-Marie,Stefano Rini IEEE Transactions on Information Theory, 2024, 70 (7), pp.5122-5161. ⟨10.1109/TIT.2024.3365728⟩ Article dans une revue hal-03849748v4
Stealth Data Injection Attacks with Sparsity Constraints Xiuzhen Ye,Iñaki Esnaola,Samir M. Perlaza,Robert F Harrison IEEE Transactions on Smart Grid, 2023, 14 (4), pp.3201 -- 3209. ⟨10.1109/TSG.2023.3238913⟩ Article dans une revue hal-03516567v1
The Mask Game with Multiple Populations Eitan Altman,Mandar Datar,Francesco de Pellegrini,Samir M. Perlaza,Daniel Sadoc Menasché Dynamic Games and Applications, 2022, 12 (1), pp.147-167. ⟨10.1007/s13235-022-00431-5⟩ Article dans une revue hal-03527522v1
Psychological Distress and Tobacco Use Among Hospital Workers During COVID-19 Izza Mounir,Loick Menvielle,Samir M. Perlaza,Denis Chênevert,Jo-Hanna Planchardet al. Frontiers in Psychiatry, 2021, 12, ⟨10.3389/fpsyt.2021.701810⟩ Article dans une revue hal-03429343v1
Stealth Attacks on the Smart Grid Ke Sun,Iñaki Esnaola,Samir Perlaza,Harold Vincent Poor IEEE Transactions on Smart Grid, 2020, ⟨10.1109/TSG.2019.2935353⟩ Article dans une revue hal-01857366v2
On the true number of COVID-19 infections: Effect of Sensitivity, Specificity and Number of Tests on Prevalence Ratio Estimation Eitan Altman,Izza Mounir,Fatim-Zahra Najid,Samir M. Perlaza International Journal of Environmental Research and Public Health, 2020, ⟨10.3390/ijerph17155328⟩ Article dans une revue hal-03128312v1
An Upper Bound on the Error Induced by Saddlepoint Approximations - Applications to Information Theory Dadja Anade,Jean-Marie Gorce,Philippe Mary,Samir Perlaza Entropy, 2020, Wireless Networks: Information Theoretic Perspectives, 22 (6), pp.690. ⟨10.3390/exx010005⟩ Article dans une revue hal-02884541v2
Simultaneous Information and Energy Transmission in the Two-User Gaussian Interference Channel Nizar Khalfet,Samir M. Perlaza IEEE Journal on Selected Areas in Communications, 2019, 37 (1), pp.156-170. ⟨10.1109/jsac.2018.2872365⟩ Article dans une revue hal-01874019v2
Approximate Capacity Region of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback Victor Quintero,Samir Perlaza,Iñaki Esnaola,Jean-Marie M Gorce IEEE Transactions on Information Theory, 2018, 64 (7), pp.5326-5358. ⟨10.1109/TIT.2018.2827076⟩ Article dans une revue hal-01397118v3
Distributed Interference and Energy-Aware Power Control for Ultra-Dense D2D Networks: A Mean Field Game Chungang Yang,Jiandong Li,Prabodini Semasinghe,Ekram Hossain,Samir Perlazaet al. IEEE Transactions on Wireless Communications, 2017, 16 (2), pp.1205 - 1217. ⟨10.1109/TWC.2016.2641959⟩ Article dans une revue hal-01432507v1
Feedback Enhances Simultaneous Wireless Information and Energy Transmission in Multiple Access Channels Selma Belhadj Amor,Samir Perlaza,Ioannis Krikidis,H. Vincent Poor IEEE Transactions on Information Theory, 2017, 63 (8), pp.5244 - 5265. ⟨10.1109/TIT.2017.2682166⟩ Article dans une revue hal-01857373v1
Generalized Satisfaction Equilibrium for Service-Level Provisioning in Wireless Networks Mathew M Goonewardena,Samir Perlaza,Animesh M Yadav,Wessam Ajib IEEE Transactions on Communications, 2017, 65 (6), pp.2427 - 2437. ⟨10.1109/TCOMM.2017.2662701⟩ Article dans une revue hal-01541234v1
When Does Output Feedback Enlarge the Capacity of the Interference Channel? Victor Quintero,Samir Perlaza,Iñaki Iñaki Esnaola,Jean-Marie Gorce IEEE Transactions on Communications, 2017, 66 (2), pp.615-628. ⟨10.1109/TCOMM.2017.2753252⟩ Article dans une revue hal-01432525v3
Maximum Distortion Attacks in Electricity Grids Iñaki Esnaola,Samir M. Perlaza,H. Vincent Poor,Oliver Kosut IEEE Transactions on Smart Grid, 2016, 7 (4), pp.2007-2015. ⟨10.1109/TSG.2016.2550420⟩ Article dans une revue hal-01343248v1
Perfect Output Feedback in the Two-User Decentralized Interference Channel Samir M. Perlaza,Ravi Tandon,H. Vincent Poor,Zhu Han IEEE Transactions on Information Theory, 2015, 61 (10), pp.5441-5462. ⟨10.1109/TIT.2015.2467387⟩ Article dans une revue hal-01216857v1
Self-Organization in Decentralized Networks: A Trial and Error Learning Approach Luca Rose,Samir M. Perlaza,Christophe J. Le Martret,Mérouane Debbah IEEE Transactions on Wireless Communications, 2014, 13 (1), pp.268-279. ⟨10.1109/TWC.2013.112613.130405⟩ Article dans une revue hal-00927764v1
Power Allocation Strategies in Energy Harvesting Wireless Cooperative Networks Zhiguo Ding,Samir M. Perlaza,Iñaki Esnaola,H Vincent Poor IEEE Transactions on Wireless Communications, 2014, 13 (2), pp.846-860. ⟨10.1109/TWC.2013.010213.130484⟩ Article dans une revue hal-00957149v2
Equilibria of Channel Selection Games in Parallel Multiple Access Channels Samir Medina Perlaza,Samson Lasaulce,Mérouane Debbah EURASIP Journal on Wireless Communications and Networking, 2013, 15, pp.1-23. ⟨10.1186/1687-1499-2013-15⟩ Article dans une revue hal-00923448v1
Self-Organization in Small Cell Networks: A Reinforcement Learning Approach Mehdi Bennis,Samir M. Perlaza,Pol Blasco,Han Zhu,H. Vincent Poor IEEE Transactions on Wireless Communications, 2013, 12 (7), pp.3202-3212. ⟨10.1109/TWC.2013.060513.120959⟩ Article dans une revue hal-01281016v1
On the Resilience of Wireless Multiuser Networks to Passive and Active Eavesdroppers Arsenia Chorti,Samir M. Perlaza,Zhu Han,H. Vincent Poor IEEE Journal on Selected Areas in Communications, 2013, ⟨10.1109/JSAC.2013.130917⟩ Article dans une revue hal-01281048v1
On the Resilience of Wireless Multiuser Networks to Passive and Active Eavesdroppers Arsenia Chorti,Samir Perlaza,Zhu Han,Harold Vincent Poor IEEE Journal on Selected Areas in Communications, 2013 Article dans une revue hal-01686327v1
Electrical Vehicles in the Smart Grid: A Mean Field Game Analysis Romain Couillet,Samir Medina Perlaza,Hamidou Tembine,Mérouane Debbah IEEE Journal on Selected Areas in Communications, 2012, 30 (6), pp.1086-1096. ⟨10.1109/JSAC.2012.120707⟩ Article dans une revue hal-00769395v1
Quality-Of-Service Provisioning in Decentralized Networks: A Satisfaction Equilibrium Approach Samir Medina Perlaza,Hamidou Tembine,Samson Lasaulce,Mérouane Debbah IEEE Journal of Selected Topics in Signal Processing, 2012, 6 (2), pp.104 - 116. ⟨10.1109/JSTSP.2011.2180507⟩ Article dans une revue hal-00769411v1
Learning Equilibria with Partial Information in Decentralized Wireless Networks Luca Rose,Samir M. Perlaza,Samson Lasaulce,Merouane Debbah IEEE Communications Magazine, 2011, 49 (8), pp.136-142. ⟨10.1109/MCOM.2011.5978427⟩ Article dans une revue hal-00647634v1
QoS Provisioning in Self-Configuring Wireless Networks: Beyond Nash Equilibrium Samir M. Perlaza,Hamidou Tembine,Samson Lasaulce,Merouane Debbah IEEE Communications Society Multimedia Communications Technical Committee E-Letter, 2011, 2 (1), pp.9-11 Article dans une revue hal-00632527v1
On the Convergence of Fictitious Play in Channel Selection Games Samir M. Perlaza,Victor Quintero Florez,Hamidou Tembine,Samson Lasaulce IEEE Latin America Transactions, 2011, 9 (4), pp.470 - 476. ⟨10.1109/TLA.2011.5993730⟩ Article dans une revue hal-00657518v1
From Spectrum Pooling to Space Pooling: Opportunistic Interference Alignment in MIMO Cognitive Networks Samir M. Perlaza,Nadia Fawaz,Samson Lasaulce,Merouane Debbah IEEE Transactions on Signal Processing, 2010, 58 (7), pp.3728-3741. ⟨10.1109/TSP.2010.2046084⟩ Article dans une revue hal-00556132v1

Communication dans un congrès (72)

Démonstrations des théorèmes folkloriques sur la dérivée de Radon-Nikodym Yaiza Bermudez,Gaetan Bisson,Iñaki Esnaola,Samir Perlaza GRETSI’25 - XXXe Colloque Francophone de Traitement du Signal et des Images, Aug 2025, Strasbourg, France Communication dans un congrès hal-05157449v1
A Dual Optimization View to Empirical Risk Minimization with f -Divergence Regularization Francisco Daunas,Iñaki Esnaola,Samir M. Perlaza IEEE-ITW 2025 - Information Theory Workshop, Sep 2025, Sidney, Australia. ⟨10.1109/ITW62417.2025.11240444⟩ Communication dans un congrès hal-04969347v3
Leveraging Noisy Observations in Zero-Sum Games Emmanouil M Athanasakos,Samir M. Perlaza IEEE Information Theory Workshop (ITW), Nov 2024, Shenzhen, China Communication dans un congrès hal-04432819v1
Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure Xinying Zou,Samir M. Perlaza,Iñaki Esnaola,Eitan Altman AAAI 2024 - Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada. pp.17271-17279, ⟨10.1609/aaai.v38i15.29674⟩ Communication dans un congrès hal-04353957v1
Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences Francisco Daunas,Iñaki Esnaola,Samir M Perlaza,H. Vincent Poor Proceedings of the IEEE International Symposium on Information Theory, IEEE, Jul 2024, Athens, Greece. pp.759-764, ⟨10.1109/ISIT57864.2024.10619260⟩ Communication dans un congrès hal-04431558v2
2×2 Zero-Sum Games with Commitments and Noisy Observations Ke Sun,Samir M. Perlaza,Alain Jean-Marie ISIT 2023 - IEEE International Symposium on Information Theory, Jun 2023, Taipei, Taiwan. ⟨10.1109/ISIT54713.2023.10206806⟩ Communication dans un congrès hal-04091712v2
On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation Samir M. Perlaza,Iñaki Esnaola,Gaetan Bisson,H Vincent Poor ISIT 2023 - IEEE International Symposium on Information Theory, Jun 2023, Taipei, Taiwan. ⟨10.1109/ISIT54713.2023.10206506⟩ Communication dans un congrès hal-04096054v3
Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization Francisco Daunas,Iñaki Esnaola,Samir M Perlaza,H. Vincent Poor (ISIT 2023 - IEEE International Symposium on Information Theory, Jun 2023, Taipei, Taiwan. ⟨10.1109/ISIT54713.2023.10206876⟩ Communication dans un congrès hal-04097637v1
Pricing Models for Digital Renting Platforms Ashok Krishnan K. S.,Samir M. Perlaza,Eitan Altman ASMTA 2023 - International Conference on Analytical & Stochastic Modelling Techniques & Applications, Jun 2023, Florence, France. ⟨10.1007/978-3-031-43185-2_10⟩ Communication dans un congrès hal-04136929v1
Information-Energy Trade-offs with EH Non-linearities in the Finite Block-Length Regime with Finite Constellations Sadaf Ul Zuhra,Samir M Perlaza,H Vincent Poor,Mikael Skoglund ITW 2022 - IEEE Information Theory Workshop, Nov 2022, Mumbai, India. pp.55-60, ⟨10.1109/ITW54588.2022.9965880⟩ Communication dans un congrès hal-03695522v1
FEAT: Fair Coordinated Iterative Water-Filling Algorithm Majed Haddad,Piotr Wiecek,Oussama Habachi,Samir M. Perlaza,Shahid Mehraj Shah MSWIM'22 - 25th International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Oct 2022, Montreal, Canada Communication dans un congrès hal-03773348v1
Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis Samir M. Perlaza,Gaetan Bisson,Iñaki Esnaola,Alain Jean-Marie,Stefano Rini ISIT 2022 - IEEE International Symposium on Information Theory, Jun 2022, Espoo, Finland. pp.684-689, ⟨10.1109/ISIT50566.2022.9834273⟩ Communication dans un congrès hal-03561396v2
Fair Iterative Water-Filling Game for Multiple Access Channels Majed Haddad,Piotr Wiecek,Oussama Habachi,Samir Perlaza,Shahid Mehraj Shah MSWiM '22: Int'l ACM Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems, Oct 2022, Montreal Quebec Canada, Canada. pp.125-132, ⟨10.1145/3551659.3559038⟩ Communication dans un congrès hal-03933496v1
Achievable Information-Energy Region in the Finite Block-Length Regime with Finite Constellations Sadaf Ul Zuhra,Samir M. Perlaza,H. Vincent Poor,Eitan Altman ISIT 2022 - IEEE International Symposium on Information Theory, Jun 2022, Espoo, Finland. pp.2106-2111, ⟨10.1109/ISIT50566.2022.9834694⟩ Communication dans un congrès hal-03563756v1
Simultaneous Information and Energy Transmission with Finite Constellations Sadaf Ul Zuhra,Samir M. Perlaza,Eitan Altman ITW 2021 - IEEE Information Theory Workshop, Oct 2021, Kanazawa, Japan. pp.1-6, ⟨10.1109/ITW48936.2021.9611494⟩ Communication dans un congrès hal-03339165v1
Saddlepoint Approximations of Cumulative Distribution Functions of Sums of Random Vectors Dadja Anade,Jean-Marie Gorce,Philippe Mary,Samir M. Perlaza ISIT 2021 - IEEE International Symposium on Information Theory, Jul 2021, Melbourne / Virtual, Australia. pp.1-6, ⟨10.1109/ISIT45174.2021.9518101⟩ Communication dans un congrès hal-03226009v1
Information Theoretic Data Injection Attacks with Sparsity Constraints Xiuzhen Ye,Iñaki Esnaola,Samir M. Perlaza,Robert F Harrison SmartGridComm 2020 - International Conference on Communications, Control, and Computing Technologies for Smart Grids, Nov 2020, Virtual Conference, United States Communication dans un congrès hal-03128257v1
On the saddlepoint approximation of the dependence testing bound in memoryless channels Dadja Anade,Jean-Marie Gorce,Philippe Mary,Samir Perlaza IEEE International Conference on Communications, Jun 2020, Dublin, Ireland. pp.1-5 Communication dans un congrès hal-02457361v2
On the Maximum Energy Transmission Rate in Ultra-Reliable and Low Latency SIET Nizar Khalfet,Samir Perlaza BalkanCom 2019 - Third International Balkan Conference on Communications and Networking, Jun 2019, Skopje, Macedonia. pp.1-4 Communication dans un congrès hal-02138312v1
Recovery of missing data in correlated smart grid datasets Cristian Genes,Iñaki Esnaola,Samir Perlaza,Daniel Coca DSW 2019 - Second IEEE Data Science Workshop, Jun 2019, Minneapolis, United States. pp.263-269, ⟨10.1109/DSW.2019.8755592⟩ Communication dans un congrès hal-02165164v1
On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission Systems Nizar Khalfet,Samir Perlaza,Ali Tajer,Harold Vincent Poor SPAWC 2019 - 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Jul 2019, Cannes, France. pp.1-5, ⟨10.1109/SPAWC.2019.8815395⟩ Communication dans un congrès hal-02136606v1
Embedding Covert Information on a Given Broadcast Code David Kibloff,Samir Perlaza,Ligong Wang ISIT 2019 - IEEE International Symposium on Information Theory, Jul 2019, Paris, France. pp.1-5 Communication dans un congrès hal-02135854v1
Simultaneous Information and Energy Transmission: A Finite Block-Length Analysis Samir Perlaza,Ali Tajer,Harold Vincent Poor SPAWC 2018 - IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications, Jun 2018, Kalamata, Greece. pp.1-5, ⟨10.1109/SPAWC.2018.8446028⟩ Communication dans un congrès hal-01722794v3
Optimal Inputs for Some Classes of Degraded Wiretap Channels Alex Dytso,Malcolm Egan,Samir Perlaza,H Vincent Poor,Shlomo Shamai 2018 IEEE Information Theory Workshop (ITW), Nov 2018, Guangzhou, China Communication dans un congrès hal-01884159v1
Approximate Nash Region of the Gaussian Interference Channel with Noisy Output Feedback Victor Quintero,Samir M. Perlaza,Jean-Marie Gorce,Harold Vincent Poor ITW 2018 - IEEE Information Theory Workshop, Nov 2018, Guangzhou, China. pp.1-5 Communication dans un congrès hal-01876880v1
Capacity Approximation of Continuous Channels by Discrete Inputs Malcolm Egan,Samir Perlaza CISS 2018 - 52nd Annual Conference on Information Sciences and Systems, Mar 2018, Princeton, United States. pp.1-6, ⟨10.1109/CISS.2018.8362269⟩ Communication dans un congrès hal-01686036v1
Information-Theoretic Attacks in the Smart Grid Ke Sun,Iñaki Esnaola,Samir Perlaza,H Vincent Poor IEEE International Conference on Smart Grid Communications, Oct 2017, Dresden, Germany Communication dans un congrès hal-01574532v1
Capacity Sensitivity in Additive Non-Gaussian Noise Channels Malcolm Egan,Samir M. Perlaza,Vyacheslav Kungurtsev IEEE International Symposium on Information Theory (ISIT), Jun 2017, Aachen, Germany Communication dans un congrès hal-01522950v1
Nash Region of the Linear Deterministic Interference Channel with Noisy Output Feedback Victor Quintero,Samir Perlaza,Jean-Marie M Gorce,H Vincent Poor IEEE International Symposium on Information Theory (ISIT) , Jun 2017, Aachen, Germany Communication dans un congrès hal-01520799v1
On the Efficiency of Nash Equilibria in the Interference Channel with Noisy Feedback Victor Quintero,Samir Perlaza,Jean-Marie M Gorce European Wireless 2017. Workshop: COCOA – COmpetitive and COoperative Approaches for 5G networks., May 2017, Dresden, Germany Communication dans un congrès hal-01492979v2
Simultaneous Information and Energy Transmission in Gaussian Interference Channels with Feedback Nizar Khalfet,Samir Perlaza 2017 - 55th Annual Allerton Conference on Communication, Control, and Computing, Oct 2017, Urbana-Champaign-Illinois, United States Communication dans un congrès hal-01561756v2
Région d’ η-Équilibre de Nash du Canal Linéaire Déterministe à Interférences avec Rétroalimentation Dégradée Victor Quintero,Samir M. Perlaza,Jean-Marie Gorce Colloque Gretsi, Sep 2017, Juan-les-Pins, France Communication dans un congrès hal-01588107v1
On The Duality Between State-Dependent Channels and Wiretap Channels David Kibloff,Samir M. Perlaza,Guillaume Villemaud,Leonardo S. Cardoso IEEE Global Conference on Signal and Information Processing (GlobalSIP), Dec 2016, Greater Washington, D.C., United States Communication dans un congrès hal-01374900v1
Decentralized Simultaneous Energy and Information Transmission in Multiple Access Channels Selma Belhadj Amor,Samir M. Perlaza 50th Annual Conference on Information Sciences and Systems (CISS), Princeton University - Department of Electrical Engineering and Technical Co-sponsorship with IEEE Information Theory Society, Mar 2016, Princeton, NJ, United States Communication dans un congrès hal-01262793v1
Feedback Enhances Simultaneous Energy and Information Transmission in Multiple Access Channels Selma Belhadj Amor,Samir M. Perlaza,Ioannis Krikidis,H. Vincent Poor IEEE International Symposium on Information Theory, Jul 2016, Barcelone, Spain Communication dans un congrès hal-01262801v2
Decentralized K-User Gaussian Multiple Access Channels Selma Belhadj Amor,Samir Perlaza International conference on NETwork Games, COntrol and Optimization (NETGCOOP 2016) , Nov 2016, Avignon, France Communication dans un congrès hal-01381100v1
Fundamental Limits of Simultaneous Energy and Information Transmission Selma Belhadj Amor,Samir M. Perlaza 23rd International Conference on Telecommunications, May 2016, Thessaloniki, Greece Communication dans un congrès hal-01277160v2
Decentralized MMSE Attacks in Electricity Grids Iñaki Esnaola,Samir M. Perlaza,H Vincent Poor,Oliver Kosut IEEE Workshop on Statistical Signal Processing (SSP), Jun 2016, Palma de Mallorca, Spain Communication dans un congrès hal-01312735v1
When Does Channel-Output Feedback Enlarge the Capacity Region of the Two-User Linear Deterministic Interference Channel? Victor Quintero,Samir M. Perlaza,Iñaki Esnaola,Jean-Marie Gorce CROWNCOM - 2016 11th EAI International Conference on Cognitive Radio Oriented Wireless Networks., May 2016, Grenoble, France Communication dans un congrès hal-01240328v6
Approximate capacity of the Gaussian interference channel with noisy channel-output feedback Victor Quintero,Samir Perlaza,Iñaki Esnaola,Jean-Marie Gorce IEEE Information Theory Workshop (ITW 2016), Sep 2016, Cambridge, United Kingdom. pp.474 - 478, ⟨10.1109/ITW.2016.7606879⟩ Communication dans un congrès hal-01293921v4
Recovering Missing Data via Matrix Completion in Electricity Distribution Systems Cristian Genes,Iñaki Esnaola,Samir M. Perlaza,Luis F. Ochoa,Daniel Coca 17th IEEE International workshop on Signal Processing advances in Wireless Communications, Jul 2016, Edinburgh, United Kingdom Communication dans un congrès hal-01322929v1
Generalized Satisfaction Equilibrium: A Model for Service-Level Provisioning in Networks Mathew Goonewardena,Samir M. Perlaza,Animesh Yadav,Wessam Ajib European Wireless Conference (EW 2016), May 2016, Oulu, Finland Communication dans un congrès hal-01295419v1
Simultaneous Energy and Information Transmission in Gaussian Multiple Access Channels Selma Belhadj Amor,Samir M. Perlaza,Ioannis Krikidis The Fifth International Conference on Communications and Networking (ComNet’2015), Nov 2015, Hammamet, Tunisia Communication dans un congrès hal-01221340v1
Capacité du canal linéaire déterministe à interférences avec voies de retour bruitées Victor Quintero,Samir M. Perlaza,Jean-Marie Gorce Colloque Gretsi, Sep 2015, Lyon, France Communication dans un congrès hal-01219393v3
Noisy Channel-Output Feedback Capacity of the Linear Deterministic Interference Channel Victor Quintero,Samir M. Perlaza,Jean-Marie Gorce IEEE Information Theory Workshop (ITW), Oct 2015, Jeju Island, South Korea. pp.89 - 93 ⟨10.1109/ITWF.2015.7360740⟩ Communication dans un congrès hal-01207339v3
Symmetric Decentralized Interference Channels with Noisy Feedback Samir M. Perlaza,Ravi Tandon,H. Vincent Poor IEEE Intl. Symposium on Information Theory (ISIT), Jun 2014, Honolulu, HI, United States Communication dans un congrès hal-00983991v1
Equilibria in data injection attacks Iñaki Esnaola,Samir M. Perlaza,H. Vincent Poor 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Dec 2014, Atlanta, Georgia, United States. ⟨10.1109/GlobalSIP.2014.7032225⟩ Communication dans un congrès hal-01247321v1
Decentralized Interference Channels with Noisy Feedback Possess Pareto Optimal Nash Equilibria Samir M. Perlaza,Ravi Tandon,H. Vincent Poor Proc. of the 6th International Symposium on Communications, Control, and Signal Processing (ISCCSP 2014), May 2014, Athens, Greece Communication dans un congrès hal-00957146v1
Achieving Pareto Optimal Equilibria in Energy Efficient Clustered Ad Hoc Networks Luca Rose,Samir Medina Perlaza,Christophe J. Le Martret,Mérouane Debbah ICC 2013, Jun 2013, Budapest, Hungary. pp.1491 - 1495, ⟨10.1109/ICC.2013.6654723⟩ Communication dans un congrès hal-00923168v1
On the impact of network-state knowledge on the Feasibility of secrecy Samir M. Perlaza,Arsenia Chorti,H. Vincent Poor,Zhu Han 2013 IEEE International Symposium on Information Theory (ISIT), Jul 2013, Istanbul, Turkey. pp.2960-2964, ⟨10.1109/ISIT.2013.6620768⟩ Communication dans un congrès hal-01281165v1
On the Tradeoffs Between Network State Knowledge and Secrecy Samir M. Perlaza,Arsenia Chorti,H. Vincent Poor,Zhu Han 2013 IEEE Global Wireless Summit (GWS), Jun 2013, Atlantic City, United States Communication dans un congrès hal-01281059v1
Simultaneous information and power transfer in wireless cooperative networks Zhiguo Ding,Samir M. Perlaza,Iñaki Esnaola,H. Vincent Poor 8th International ICST Conference on Communications and Networking in China (CHINACOM), Aug 2013, Guilin, China. ⟨10.1109/ChinaCom.2013.6694600⟩ Communication dans un congrès hal-01281031v1
On the decentralized management of scrambling codes in small cell networks Samir M. Perlaza,Zhu Han,H. Vincent Poor,Dusit Niyato 13th IEEE International Conference on Communication Systems (ICCS), Nov 2012, Singapour, Singapore. pp.478-482, ⟨10.1109/ICCS.2012.6406194⟩ Communication dans un congrès hal-01281184v1
Learning Coarse Correlated Equilibria in Two-Tier Wireless Networks Mehdi Bennis,Samir Medina Perlaza,Mérouane Debbah IEEE ICC 2012, Aug 2012, Ottawa, Canada. pp.1592 - 1596, ⟨10.1109/ICC.2012.6364308⟩ Communication dans un congrès hal-00771209v1
Distributed Power Allocation with SINR Constraints Using Trial and Error Learning Luca Rose,Samir Medina Perlaza,Mérouane Debbah,Christophe J. Le Martret IEEE WCNC 2012, Apr 2012, Paris, France. pp.1835 - 1840, ⟨10.1109/WCNC.2012.6214083⟩ Communication dans un congrès hal-00770611v1
Achievability of Efficient Satisfaction Equilibria in Self-Configuring Networks François Mériaux,Samir Perlaza,Samson Lasaulce,Zhu Han,Vincent Poor International Conference on Game Theory for Networks (Gamenets), May 2012, Vancouver, Canada. pp.1-15 Communication dans un congrès hal-00782498v1
The Nash equilibrium region of the linear deterministic interference channel with feedback Samir M. Perlaza,Ravi Tandon,H. Vincent Poor,Zhu Han 50th Allerton Conference on Communication, Control, and Computing (Allerton-2012), Oct 2012, Monticello, Illinois, United States. ⟨10.1109/Allerton.2012.6483439⟩ Communication dans un congrès hal-01280970v1
Physical layer security in wireless networks with passive and active eavesdroppers Arsenia Chorti,Samir M. Perlaza,Zhu Han,H. Vincent Poor 2012 IEEE Global Communications Conference (GLOBECOM), Dec 2012, Anaheim, CA, United States. pp.4868-4873, ⟨10.1109/GLOCOM.2012.6503890⟩ Communication dans un congrès hal-01281170v1
A mean field game analysis of electric vehicles in the smart grid Romain Couillet,Samir Medina Perlaza,Hamidou Tembine,Mérouane Debbah IEEE INFOCOM WKSHPS 2012, Mar 2012, Orlando, Florida, United States. pp.79 - 84, ⟨10.1109/INFCOMW.2012.6193523⟩ Communication dans un congrès hal-00771211v1
Modeling Noisy Feedback in Decentralized Self-Configuring Networks Samir M. Perlaza,Merouane Debbah Asilomar Conference on Signals, Systems, and Computers, Nov 2011, Pacific Grove, United States. 5p Communication dans un congrès hal-00651612v1
Decentralized Cross-Tier Interference Mitigation in Cognitive Femtocell Networks Mehdi Bennis,Samir M. Perlaza 2011 IEEE International Conference on Communications (ICC 2011), Jun 2011, Kyoto, Japan. pp.1-5, ⟨10.1109/icc.2011.5962649⟩ Communication dans un congrès hal-00651615v1
On the Nash Equilibria in Decentralized Parallel Interference Channels Luca Rose,Samir M. Perlaza,Merouane Debbah IEEE International Conference on Communications ICC2011, Jun 2011, Japan. pp.ICC-2011 Rose Communication dans un congrès hal-00553531v1
Learning to Use the Spectrum in Self-Configuring Heterogenous Networks: A Logit Equilibrium Approach Samir M. Perlaza,Samson Lasaulce,Hamidou Tembine,Merouane Debbah International ICST Workshop on Game Theory in Communications Networks (GAMECOMM), May 2011, Paris, France. 7p Communication dans un congrès hal-00651609v1
On the Fictitious Play and Channel Selection Games Samir M. Perlaza,Hamidou Tembine,Samson Lasaulce,Victor Quintero Florez LATINCOM 2010, Sep 2010, Colombia. 6 p Communication dans un congrès hal-00556152v1
Satisfaction Equilibrium: A General Framework for QoS Provisioning in Self-Configuring Networks Samir M. Perlaza,Hamidou Tembine,Samson Lasaulce,Merouane Debbah GLOBECOM 2010, Dec 2010, United States. 5 p Communication dans un congrès hal-00556165v1
How can Ignorant but Patient Cognitive Terminals Learn Their Strategy and Utility? Samir M. Perlaza,Hamidou Tembine,Samson Lasaulce SPAWC 2010, Jun 2010, Morocco. 5 p Communication dans un congrès hal-00556154v1
On the Benefits of Bandwidth Limiting in Decentralized Vector Multiple Access Channels Samir M. Perlaza,Merouane Debbah,Samson Lasaulce,Bogucka Hanna 4th International Conference on Cognitive Radio Oriented Wireless Networks and Communications, Jun 2009, Germany. pp.Perlaza-Crowncom-2009 Communication dans un congrès hal-00384884v1
On the Base Station Selection and Base Station Sharing in Self-Configuring Networks Samir M. Perlaza,Elena Veronica Belmega,Samson Lasaulce,Merouane Debbah 3rd ICST/ACM International Workshop on Game Theory in Communication Networks, Oct 2009, Pisa, Italy. pp.1-10 Communication dans un congrès hal-00446965v1
Contrôle de puissance distribué efficace énergétiquement et jeux répétés Mael Le Treust,Samir M. Perlaza,Samson Lasaulce GRETSI-2009, Sep 2009, France. 4 p Communication dans un congrès hal-00407933v1
Alignement d'Interférence Opportuniste avec des Terminaux Multi-antennes Samir M. Perlaza,Nadia Fawaz,Samson Lasaulce,Merouane Debbah GRETSI-09, Sep 2009, France. 4 p Communication dans un congrès hal-00447041v1
A Game Theoretic Framework for Decentralized Power Allocation in IDMA Systems Samir M. Perlaza,Laura Cottatellucci,Merouane Debbah PIMRC 2008, Sep 2008, France. 5 p Communication dans un congrès hal-00328161v1
Opportunistic Interference Alignment in MIMO Interference Channels Samir M. Perlaza,Merouane Debbah,Samson Lasaulce,Jean-Marie Chauffray PIRMC 2008, Sep 2008, Cannes, France. 5 p., ⟨10.1109/PIMRC.2008.4699872⟩ Communication dans un congrès hal-00335246v1

Ouvrages (1)

Advanced Data Analytics for Power Systems Ali Tajer,Samir M. Perlaza,Harold Vincent Poor Cambridge University Press, 2021, 1108494757. ⟨10.1017/9781108859806⟩ Ouvrages hal-03128425v1

Chapitre d'ouvrage (5)

Data-Injection Attacks Iñaki Esnaola,Samir M. Perlaza,Ke Sun Ali Tajer; Samir M. Perlaza; H. Vincent Poor. Advanced Data Analytics for Power Systems, Cambridge University Press, pp.197-229, 2021, 1108494757. ⟨10.1017/9781108859806.013⟩ Chapitre d'ouvrage hal-03129791v1
Game-Theoretic Solution Concepts and Learning Algorithms Samir M. Perlaza,Samson Lasaulce Tansu Alpcan and Holger Boche and Michael Honig and H. Vincent Poor. Mechanisms and Games for Dynamic Spectrum Allocation, Cambridge University Press, pp.185-221, 2014, ⟨10.1017/CBO9781139524421.009⟩ Chapitre d'ouvrage hal-00822045v1
Game Theory and Femtocell Communications: Making Network Deployment Feasible Mehdi Bennis,Samir Medina Perlaza,Mérouane Debbah Rashid A. Saeed, Bharat S. Chaudhari, Rania A. Mokhtar. Femtocell Communications and Technologies: Business Opportunities and Deployment Challenges, IGI Global, pp.200-214, 2012, ⟨10.4018/978-1-4666-0092-8.ch011⟩ Chapitre d'ouvrage hal-00771289v1
Game Theory for Dynamic Spectrum Access Samir M. Perlaza,Merouane Debbah,Samson Lasaulce,Jean Marie Chaufray Cognitive Radio Networks: Architectures, Protocols and Standards, CRC Press, pp.259-290, 2010 Chapitre d'ouvrage hal-00448798v1
Game theory or dynamic spectrum sharing Samir M. Perlaza,Samson Lasaulce,Merouane Debbah,Jean Marie Chaufray Cognitive Radio Networks: Architectures, Protocols and Standards, Taylor & Francis Group, CRC Press, pp.257--288, 2010 Chapitre d'ouvrage hal-00556204v1

Pré-publication, Document de travail (4)

Empirical Risk Minimization with f -Divergence Regularization Francisco Daunas,Samir M. Perlaza,Iñaki Esnaola,H. Vincent Poor 2026 Pré-publication, Document de travail (preprint/prepublication) hal-05474394v1
The Generalization Error of Supervised Machine Learning Algorithms Samir M. Perlaza,Xinying Zou 2024 Pré-publication, Document de travail (preprint/prepublication) hal-04789606v2
Simultaneous Information and Energy Transmission in Gaussian Interference Channels Nizar Khalfet,Samir M. Perlaza 2017 Pré-publication, Document de travail hal-01561744v2
Robust Recovery of Missing Data in Electricity Distribution Systems Cristian Genes,Iñaki Esnaola,Samir Perlaza,Luis F Ochoa,Daniel Coca 2017 Pré-publication, Document de travail hal-01574531v1

Rapport (36)

VLSF Decoding with Reliability Guarantees over Correlated Noncoherent Fading Channels Guodong Sun,Samir M. Perlaza,Philippe Mary,Jean-Marie Gorce RR-9609, Inria. 2026 Rapport (rapport de recherche) hal-05471625v1
On optimal transport with f-divergence regularization Maxime Nicaise,Yaiza Bermudez,Samir M. Perlaza RR-9607, Inria. 2026 Rapport (rapport de recherche) hal-05454647v1
Decentralized Machine Learning with Centralized Performance Guarantees via Gibbs Algorithms Yaiza Bermudez,Samir M. Perlaza,Iñaki Esnaola RR-9608, Inria. 2026 Rapport (rapport de recherche) hal-05471674v1
Machine Unlearning for Gibbs Supervised Learning Algorithms Yaiza Bermudez,Samir M. Perlaza,Iñaki Esnaola RR-9610, Inria. 2026 Rapport (rapport de recherche) hal-05471666v1
A Minimax Approach for Robustifying Statistical Learning Algorithms Xinying Zou,Samir M. Perlaza,Iñaki Esnaola 9600, Inria. 2025 Rapport (rapport de recherche) hal-05393845v1
A Dual Optimization View to Empirical Risk Minimisation with f-Divergence Regularization Francisco Daunas,Iñaki Esnaola,Samir M. Perlaza RR-9594, Inria. 2025 Rapport (rapport de recherche) hal-05200897v1
Proofs for Folklore Theorems on the Radon-Nikodym Derivative Yaiza Bermudez,Gaetan Bisson,Iñaki Esnaola,Samir M. Perlaza RR-9591, Inria. 2025 Rapport (rapport de recherche) hal-04969319v3
Variations on the Expectation due to Changes in the Probability Measure Samir M. Perlaza,Gaetan Bisson RR-9592, Inria. 2025, pp.28 Rapport (rapport de recherche) hal-04969296v4
Statistical Federated Learning and Generalization Yaiza Bermudez,Samir M. Perlaza,Iñaki Esnaola,H. Vincent Poor RR-9599, Inria. 2025 Rapport (rapport de recherche) hal-05355756v1
Leveraging Noisy Observations in Zero-Sum Games Emmanouil-Marios Athanasakos,Samir M. Perlaza RR-9538, Inria Sophia Antipolis - Méditerranée, Université Côte d'Azur. 2024, pp.24 Rapport hal-04424590v1
An Exact Characterization of the Generalization Error of Machine Learning Algorithms Xinying Zou,Samir M. Perlaza,Iñaki Esnaola,Eitan Altman,H. Vincent Poor RR-9539, INRIA. 2024, pp.80 Rapport hal-04442566v3
Empirical Risk Minimization with f-Divergence Regularization in Statistical Learning Francisco Daunas,Iñaki Esnaola,Samir M. Perlaza,H. Vincent Poor RR-9521, Inria. 2023 Rapport hal-04258765v4
Empirical Risk Minimization with Relative Entropy Regularization Type-II Francisco Daunas,Iñaki Esnaola,Samir M. Perlaza,H. Vincent Poor RR-9508, INRIA, Centre Inria d'Université Côte d'Azur, Sophia Antipolis. 2023 Rapport (rapport de recherche) hal-04110899v4
The Worst-Case Data-Generating Probability Measure Xinying Zou,Samir M. Perlaza,Iñaki Esnaola,Eitan Altman RR-9515, INRIA. 2023 Rapport (rapport de recherche) hal-04181971v2
Pricing for Platforms: Games, Equilibria and Cooperation Ashok Krishnan K. S.,Samir M. Perlaza,Eitan Altman RR-9510, Inria. 2023 Rapport (rapport de recherche) hal-04132372v1
2 × 2 Zero-Sum Games with Commitments and Noisy Observations Ke Sun,Samir M. Perlaza,Alain Jean-Marie RR-9505, Inria - Sophia Antipolis. 2023 Rapport hal-03838009v2
Simultaneous Information and Energy Transmission with Finite Constellations Sadaf Ul Zuhra,Samir M. Perlaza,H. Vincent Poor,Eitan Altman [Research Report] RR-9409, Inria Sophia Antipolis - Méditerranée. 2022, pp.1-37 Rapport (rapport de recherche) hal-03230482v2
Sensitivity of the Gibbs Algorithm to Data Aggregation in Supervised Machine Learning Samir M. Perlaza,Iñaki Esnaola,H Vincent Poor [Research Report] RR-9474, Inria. 2022, pp.22 Rapport hal-03703628v3
Stealth Data Injection Attacks with Sparsity Constraints Xiuzhen Ye,Iñaki Esnaola,Samir M. Perlaza,Robert F Harrison [Research Report] RR-9481, Institut National de Recherche en Informatique et en Automatique (INRIA). 2022 Rapport hal-03781671v2
Empirical Risk Minimization with Relative Entropy Regularization Samir M. Perlaza,Gaetan Bisson,Iñaki Esnaola,Alain Jean-Marie,Stefano Rini [Research Report] RR-9454, Inria. 2022 Rapport (rapport de recherche) hal-03560072v7
Saddlepoint Approximations of Cumulative Distribution Functions of Sums of Random Vectors Dadja Anade,Jean-Marie Gorce,Philippe Mary,Samir M. Perlaza [Research Report] RR-9388, Inria Grenoble - Rhône-Alpes. 2021, pp.32 Rapport (rapport de recherche) hal-03143508v3
On the true number of COVID-19 infections: Effect of Sensitivity, Specificity and Number of Tests on Prevalence Ratio Estimation Eitan Altman,Izza Mounir,Fatim-Zahra Najid,Samir Perlaza [Research Report] RR-9344, INRIA Sophia Antipolis - Méditerranée. 2020 Rapport (rapport de recherche) hal-02633844v3
An upper bound on the error induced by saddlepoint approximations - Applications to information theory Dadja Anade,Jean-Marie Gorce,Philippe Mary,Samir Perlaza [Research Report] RR-9329, INRIA Grenoble - Rhône-Alpes. 2020, pp.1-55 Rapport (rapport de recherche) hal-02557887v3
Broadcast Codes Can Be Enhanced to Perform Covert Communications David Kibloff,Samir Perlaza,Ligong Wang [Research Report] RR-9249, INRIA Grenoble - Rhône-Alpes. 2019, pp.1-70 Rapport (rapport de recherche) hal-01991847v1
On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission Systems Nizar Khalfet,Samir Perlaza,Ali Tajer,Harold Vincent Poor [Research Report] RR-9261, Inria Grenoble Rhône-Alpes. 2019, pp.1-30 Rapport (rapport de recherche) hal-02161130v1
Simultaneous Information and Energy Transmission in the Interference Channel Nizar Khalfet,Samir Perlaza [Research Report] RR-9102, Inria - Research Centre Grenoble – Rhône-Alpes. 2017, pp.1-51 Rapport (rapport de recherche) hal-01629051v2
Capacity Sensitivity in Continuous Channels Malcolm Egan,Samir M. Perlaza,Vyacheslav Kungurtsev [Research Report] RR-9012, INRIA Grenoble - Rhône-Alpes; Czech Technical University in Prague. 2017 Rapport (rapport de recherche) hal-01455640v1
Decentralized Interference Channels with Noisy Output Feedback Victor Quintero,Samir Perlaza,Jean-Marie M Gorce,H Vincent Poor [Research Report] RR-9011, Inria - Research Centre Grenoble – Rhône-Alpes. 2017, pp.37 Rapport (rapport de recherche) hal-01462248v1
Decentralized K-User Gaussian Multiple Access Channels Selma Belhadj Amor,Samir M. Perlaza [Research Report] RR-8949, INRIA. 2016 Rapport (rapport de recherche) hal-01378343v1
Approximate Capacity of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback Victor Quintero,Samir M. Perlaza,Iñaki Esnaola,Jean-Marie Gorce [Research Report] RR-8861, Inria - Research Centre Grenoble – Rhône-Alpes. 2016, pp.39 Rapport (rapport de recherche) hal-01315887v5
Generalized Satisfaction Equilibrium: A Model for Service-Level Provisioning in Networks Mathew Goonewardena,Samir M. Perlaza,Animesh Yadav,Wessam Ajib [Research Report] RR-8883, Inria - Research Centre Grenoble – Rhône-Alpes. 2016, pp.21 Rapport (rapport de recherche) hal-01290144v1
Decentralized Simultaneous Energy and Information Transmission in Multiple Access Channels Selma Belhadj Amor,Samir M. Perlaza,H. Vincent Poor [Research Report] RR-8847, INRIA Grenoble - Rhone-Alpes. 2016 Rapport (rapport de recherche) hal-01270764v2
When Does Channel-Output Feedback Enlarge the Capacity Region of the Interference Channel? Victor Quintero,Samir M. Perlaza,Iñaki Esnaola,Jean-Marie Gorce [Research Report] RR-8862, INRIA Grenoble - Rhône-Alpes. 2016, pp.34 Rapport (rapport de recherche) hal-01281717v6
Noisy channel-output feedback capacity of the linear deterministic interference channel Victor Quintero,Samir M. Perlaza,Jean-Marie Gorce [Technical Report] RT-0456, INRIA Grenoble - Rhône-Alpes; INRIA. 2015, pp.35 Rapport (rapport technique) hal-01117154v8
Decentralized Maximum Distortion MMSE Attacks in Electricity Grids Iñaki Esnaola,Samir M. Perlaza,H. Vincent Poor,Oliver Kosut [Technical Report] RT-0466, Inria - Research Centre Grenoble – Rhône-Alpes. 2015, pp.26 Rapport (rapport technique) hal-01194369v1
Feedback Enhances Simultaneous Wireless Information and Energy Transmission in Multiple Access Channels Selma Belhadj Amor,Samir M. Perlaza,Ioannis Krikidis,H. Vincent Poor [Research Report] RR-8804, INRIA Grenoble - Rhône-Alpes. 2015 Rapport (rapport de recherche) hal-01223586v6

Thèse (1)

Game Theoretic Approaches to Spectrum Sharing in Decentralized Self-Configuring Networks Samir Perlaza Computer Science and Game Theory [cs.GT]. Ecole nationale supérieure des telecommunications - ENST, 2011. English. ⟨NNT : ⟩ Thèse tel-00667124v1

HDR (1)

Contributions to Information and Energy Systems Samir M. Perlaza Information Theory [math.IT]. INSA de Lyon; Université Claude Bernard Lyon I, 2021 HDR tel-03429274v1