Samir M. Perlaza

Samir M. Perlaza | INRIA | Permanent Member of the Scientific Staff
152
Documents

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.

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Publications

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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
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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
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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
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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
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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
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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
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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
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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 Planchard et al.

Frontiers in Psychiatry, 2021, 12, ⟨10.3389/fpsyt.2021.701810⟩

Article dans une revue hal-03429343v1
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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
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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
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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
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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
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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
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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 Perlaza et al.

IEEE Transactions on Wireless Communications, 2017, 16 (2), pp.1205 - 1217. ⟨10.1109/TWC.2016.2641959⟩

Article dans une revue hal-01432507v1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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⟩

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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⟩

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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
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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
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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⟩

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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⟩

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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
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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
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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
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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⟩

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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
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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
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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
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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
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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

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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
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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
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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
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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

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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
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Contrôle de puissance distribué efficace énergétiquement et jeux répétés

Mael Le Treust , Samir M. Perlaza , Samson Lasaulce

GRETSI-2009, Sep 2009, France. 4 p

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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
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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
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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
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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
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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
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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

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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
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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
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On optimal transport with f-divergence regularization

Maxime Nicaise , Yaiza Bermudez , Samir M. Perlaza

RR-9607, Inria. 2026

Rapport (rapport de recherche) hal-05454647v1
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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
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Machine Unlearning for Gibbs Supervised Learning Algorithms

Yaiza Bermudez , Samir M. Perlaza , Iñaki Esnaola

RR-9610, Inria. 2026

Rapport (rapport de recherche) hal-05471666v1
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A Minimax Approach for Robustifying Statistical Learning Algorithms

Xinying Zou , Samir M. Perlaza , Iñaki Esnaola

9600, Inria. 2025

Rapport (rapport de recherche) hal-05393845v1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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