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Samir M. Perlaza
Samir M. Perlaza | INRIA | Permanent Member of the Scientific Staff
139
Documents
Presentation
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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Leveraging Noisy Observations in Zero-Sum GamesIEEE Information Theory Workshop (ITW), Nov 2024, Shenzhen, China
Conference papers
hal-04432819v1
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Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability MeasureAAAI 2024 - Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada. pp.17271-17279, ⟨10.1609/aaai.v38i15.29674⟩
Conference papers
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Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-DivergencesProceedings of the IEEE International Symposium on Information Theory, IEEE, Jul 2024, Athens, Greece. pp.759-764, ⟨10.1109/ISIT57864.2024.10619260⟩
Conference papers
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Pricing Models for Digital Renting PlatformsASMTA 2023 - International Conference on Analytical & Stochastic Modelling Techniques & Applications, Jun 2023, Florence, France. ⟨10.1007/978-3-031-43185-2_10⟩
Conference papers
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2×2 Zero-Sum Games with Commitments and Noisy ObservationsISIT 2023 - IEEE International Symposium on Information Theory, Jun 2023, Taipei, Taiwan. ⟨10.1109/ISIT54713.2023.10206806⟩
Conference papers
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On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their AggregationISIT 2023 - IEEE International Symposium on Information Theory, Jun 2023, Taipei, Taiwan. ⟨10.1109/ISIT54713.2023.10206506⟩
Conference papers
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Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization(ISIT 2023 - IEEE International Symposium on Information Theory, Jun 2023, Taipei, Taiwan. ⟨10.1109/ISIT54713.2023.10206876⟩
Conference papers
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Information-Energy Trade-offs with EH Non-linearities in the Finite Block-Length Regime with Finite ConstellationsITW 2022 - IEEE Information Theory Workshop, Nov 2022, Mumbai, India. pp.55-60, ⟨10.1109/ITW54588.2022.9965880⟩
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Achievable Information-Energy Region in the Finite Block-Length Regime with Finite ConstellationsISIT 2022 - IEEE International Symposium on Information Theory, Jun 2022, Espoo, Finland. pp.2106-2111, ⟨10.1109/ISIT50566.2022.9834694⟩
Conference papers
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FEAT: Fair Coordinated Iterative Water-Filling AlgorithmMSWIM'22 - 25th International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Oct 2022, Montreal, Canada
Conference papers
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Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity AnalysisISIT 2022 - IEEE International Symposium on Information Theory, Jun 2022, Espoo, Finland. pp.684-689, ⟨10.1109/ISIT50566.2022.9834273⟩
Conference papers
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Simultaneous Information and Energy Transmission with Finite ConstellationsITW 2021 - IEEE Information Theory Workshop, Oct 2021, Kanazawa, Japan. pp.1-6, ⟨10.1109/ITW48936.2021.9611494⟩
Conference papers
hal-03339165v1
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Fair Iterative Water-Filling Game for Multiple Access ChannelsMSWiM '22: Int'l ACM Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems, Oct 2021, Montreal Quebec Canada, Canada. pp.125-132, ⟨10.1145/3551659.3559038⟩
Conference papers
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Saddlepoint Approximations of Cumulative Distribution Functions of Sums of Random VectorsISIT 2021 - IEEE International Symposium on Information Theory, Jul 2021, Melbourne / Virtual, Australia. pp.1-6, ⟨10.1109/ISIT45174.2021.9518101⟩
Conference papers
hal-03226009v1
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Information Theoretic Data Injection Attacks with Sparsity ConstraintsSmartGridComm 2020 - International Conference on Communications, Control, and Computing Technologies for Smart Grids, Nov 2020, Virtual Conference, United States
Conference papers
hal-03128257v1
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On the saddlepoint approximation of the dependence testing bound in memoryless channelsIEEE International Conference on Communications, Jun 2020, Dublin, Ireland. pp.1-5
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Embedding Covert Information on a Given Broadcast CodeISIT 2019 - IEEE International Symposium on Information Theory, Jul 2019, Paris, France. pp.1-5
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On the Maximum Energy Transmission Rate in Ultra-Reliable and Low Latency SIETBalkanCom 2019 - Third International Balkan Conference on Communications and Networking, Jun 2019, Skopje, Macedonia. pp.1-4
Conference papers
hal-02138312v1
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Recovery of missing data in correlated smart grid datasetsDSW 2019 - Second IEEE Data Science Workshop, Jun 2019, Minneapolis, United States. pp.263-269, ⟨10.1109/DSW.2019.8755592⟩
Conference papers
hal-02165164v1
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On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission SystemsSPAWC 2019 - 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Jul 2019, Cannes, France. pp.1-5, ⟨10.1109/SPAWC.2019.8815395⟩
Conference papers
hal-02136606v1
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Simultaneous Information and Energy Transmission: A Finite Block-Length AnalysisSPAWC 2018 - IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications, Jun 2018, Kalamata, Greece. pp.1-5, ⟨10.1109/SPAWC.2018.8446028⟩
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Optimal Inputs for Some Classes of Degraded Wiretap Channels2018 IEEE Information Theory Workshop (ITW), Nov 2018, Guangzhou, China
Conference papers
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Capacity Approximation of Continuous Channels by Discrete InputsCISS 2018 - 52nd Annual Conference on Information Sciences and Systems, Mar 2018, Princeton, United States. pp.1-6, ⟨10.1109/CISS.2018.8362269⟩
Conference papers
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Approximate Nash Region of the Gaussian Interference Channel with Noisy Output FeedbackITW 2018 - IEEE Information Theory Workshop, Nov 2018, Guangzhou, China. pp.1-5
Conference papers
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Information-Theoretic Attacks in the Smart GridIEEE International Conference on Smart Grid Communications, Oct 2017, Dresden, Germany
Conference papers
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On the Efficiency of Nash Equilibria in the Interference Channel with Noisy FeedbackEuropean Wireless 2017. Workshop: COCOA – COmpetitive and COoperative Approaches for 5G networks., May 2017, Dresden, Germany
Conference papers
hal-01492979v2
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Région d’ η-Équilibre de Nash du Canal Linéaire Déterministe à Interférences avec Rétroalimentation DégradéeColloque Gretsi, Sep 2017, Juan-les-Pins, France
Conference papers
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Simultaneous Information and Energy Transmission in Gaussian Interference Channels with Feedback2017 - 55th Annual Allerton Conference on Communication, Control, and Computing, Oct 2017, Urbana-Champaign-Illinois, United States
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Nash Region of the Linear Deterministic Interference Channel with Noisy Output FeedbackIEEE International Symposium on Information Theory (ISIT) , Jun 2017, Aachen, Germany
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Capacity Sensitivity in Additive Non-Gaussian Noise ChannelsIEEE International Symposium on Information Theory (ISIT), Jun 2017, Aachen, Germany
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Feedback Enhances Simultaneous Energy and Information Transmission in Multiple Access ChannelsIEEE International Symposium on Information Theory, Jul 2016, Barcelone, Spain
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Decentralized Simultaneous Energy and Information Transmission in Multiple Access Channels50th 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
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On The Duality Between State-Dependent Channels and Wiretap ChannelsIEEE Global Conference on Signal and Information Processing (GlobalSIP), Dec 2016, Greater Washington, D.C., United States
Conference papers
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Decentralized MMSE Attacks in Electricity GridsIEEE Workshop on Statistical Signal Processing (SSP), Jun 2016, Palma de Mallorca, Spain
Conference papers
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Fundamental Limits of Simultaneous Energy and Information Transmission23rd International Conference on Telecommunications, May 2016, Thessaloniki, Greece
Conference papers
hal-01277160v2
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Decentralized K-User Gaussian Multiple Access Channels International conference on NETwork Games, COntrol and Optimization (NETGCOOP 2016) , Nov 2016, Avignon, France
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Recovering Missing Data via Matrix Completion in Electricity Distribution Systems17th IEEE International workshop on Signal Processing advances in Wireless Communications, Jul 2016, Edinburgh, United Kingdom
Conference papers
hal-01322929v1
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Approximate capacity of the Gaussian interference channel with noisy channel-output feedbackIEEE Information Theory Workshop (ITW 2016), Sep 2016, Cambridge, United Kingdom. pp.474 - 478, ⟨10.1109/ITW.2016.7606879⟩
Conference papers
hal-01293921v4
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When Does Channel-Output Feedback Enlarge the Capacity Region of the Two-User Linear Deterministic Interference Channel?CROWNCOM - 2016 11th EAI International Conference on Cognitive Radio Oriented Wireless Networks., May 2016, Grenoble, France
Conference papers
hal-01240328v6
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Generalized Satisfaction Equilibrium: A Model for Service-Level Provisioning in NetworksEuropean Wireless Conference (EW 2016), May 2016, Oulu, Finland
Conference papers
hal-01295419v1
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Simultaneous Energy and Information Transmission in Gaussian Multiple Access ChannelsThe Fifth International Conference on Communications and Networking (ComNet’2015), Nov 2015, Hammamet, Tunisia
Conference papers
hal-01221340v1
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Capacité du canal linéaire déterministe à interférences avec voies de retour bruitéesColloque Gretsi, Sep 2015, Lyon, France
Conference papers
hal-01219393v3
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Noisy Channel-Output Feedback Capacity of the Linear Deterministic Interference ChannelIEEE Information Theory Workshop (ITW), Oct 2015, Jeju Island, South Korea. pp.89 - 93 ⟨10.1109/ITWF.2015.7360740⟩
Conference papers
hal-01207339v3
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Symmetric Decentralized Interference Channels with Noisy FeedbackIEEE Intl. Symposium on Information Theory (ISIT), Jun 2014, Honolulu, HI, United States
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Equilibria in data injection attacks2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Dec 2014, Atlanta, Georgia, United States. ⟨10.1109/GlobalSIP.2014.7032225⟩
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hal-01247321v1
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Decentralized Interference Channels with Noisy Feedback Possess Pareto Optimal Nash EquilibriaProc. of the 6th International Symposium on Communications, Control, and Signal Processing (ISCCSP 2014), May 2014, Athens, Greece
Conference papers
hal-00957146v1
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Simultaneous information and power transfer in wireless cooperative networks8th International ICST Conference on Communications and Networking in China (CHINACOM), Aug 2013, Guilin, China. ⟨10.1109/ChinaCom.2013.6694600⟩
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On the Tradeoffs Between Network State Knowledge and Secrecy2013 IEEE Global Wireless Summit (GWS), Jun 2013, Atlantic City, United States
Conference papers
hal-01281059v1
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On the impact of network-state knowledge on the Feasibility of secrecy2013 IEEE International Symposium on Information Theory (ISIT), Jul 2013, Istanbul, Turkey. pp.2960-2964, ⟨10.1109/ISIT.2013.6620768⟩
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Achieving Pareto Optimal Equilibria in Energy Efficient Clustered Ad Hoc NetworksICC 2013, Jun 2013, Budapest, Hungary. pp.1491 - 1495, ⟨10.1109/ICC.2013.6654723⟩
Conference papers
hal-00923168v1
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On the decentralized management of scrambling codes in small cell networks13th IEEE International Conference on Communication Systems (ICCS), Nov 2012, Singapour, Singapore. pp.478-482, ⟨10.1109/ICCS.2012.6406194⟩
Conference papers
hal-01281184v1
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Learning Coarse Correlated Equilibria in Two-Tier Wireless NetworksIEEE 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 LearningIEEE WCNC 2012, Apr 2012, Paris, France. pp.1835 - 1840, ⟨10.1109/WCNC.2012.6214083⟩
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A mean field game analysis of electric vehicles in the smart gridIEEE INFOCOM WKSHPS 2012, Mar 2012, Orlando, Florida, United States. pp.79 - 84, ⟨10.1109/INFCOMW.2012.6193523⟩
Conference papers
hal-00771211v1
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The Nash equilibrium region of the linear deterministic interference channel with feedback50th Allerton Conference on Communication, Control, and Computing (Allerton-2012), Oct 2012, Monticello, Illinois, United States. ⟨10.1109/Allerton.2012.6483439⟩
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Physical layer security in wireless networks with passive and active eavesdroppers2012 IEEE Global Communications Conference (GLOBECOM), Dec 2012, Anaheim, CA, United States. pp.4868-4873, ⟨10.1109/GLOCOM.2012.6503890⟩
Conference papers
hal-01281170v1
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Achievability of Efficient Satisfaction Equilibria in Self-Configuring NetworksInternational Conference on Game Theory for Networks (Gamenets), May 2012, Vancouver, Canada. pp.1-15
Conference papers
hal-00782498v1
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Decentralized Cross-Tier Interference Mitigation in Cognitive Femtocell Networks2011 IEEE International Conference on Communications (ICC 2011), Jun 2011, Kyoto, Japan. pp.1-5, ⟨10.1109/icc.2011.5962649⟩
Conference papers
hal-00651615v1
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Modeling Noisy Feedback in Decentralized Self-Configuring NetworksAsilomar Conference on Signals, Systems, and Computers, Nov 2011, Pacific Grove, United States. 5p
Conference papers
hal-00651612v1
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On the Nash Equilibria in Decentralized Parallel Interference ChannelsIEEE International Conference on Communications ICC2011, Jun 2011, Japan. pp.ICC-2011 Rose
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Learning to Use the Spectrum in Self-Configuring Heterogenous Networks: A Logit Equilibrium ApproachInternational ICST Workshop on Game Theory in Communications Networks (GAMECOMM), May 2011, Paris, France. 7p
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How can Ignorant but Patient Cognitive Terminals Learn Their Strategy and Utility?SPAWC 2010, Jun 2010, Morocco. 5 p
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On the Fictitious Play and Channel Selection GamesLATINCOM 2010, Sep 2010, Colombia. 6 p
Conference papers
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Satisfaction Equilibrium: A General Framework for QoS Provisioning in Self-Configuring NetworksGLOBECOM 2010, Dec 2010, United States. 5 p
Conference papers
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Contrôle de puissance distribué efficace énergétiquement et jeux répétésGRETSI-2009, Sep 2009, France. 4 p
Conference papers
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On the Base Station Selection and Base Station Sharing in Self-Configuring Networks3rd ICST/ACM International Workshop on Game Theory in Communication Networks, Oct 2009, Pisa, Italy. pp.1-10
Conference papers
hal-00446965v1
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On the Benefits of Bandwidth Limiting in Decentralized Vector Multiple Access Channels4th International Conference on Cognitive Radio Oriented Wireless Networks and Communications, Jun 2009, Germany. pp.Perlaza-Crowncom-2009
Conference papers
hal-00384884v1
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Alignement d'Interférence Opportuniste avec des Terminaux Multi-antennesGRETSI-09, Sep 2009, France. 4 p
Conference papers
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Opportunistic Interference Alignment in MIMO Interference ChannelsPIRMC 2008, Sep 2008, Cannes, France. 5 p., ⟨10.1109/PIMRC.2008.4699872⟩
Conference papers
hal-00335246v1
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A Game Theoretic Framework for Decentralized Power Allocation in IDMA SystemsPIMRC 2008, Sep 2008, France. 5 p
Conference papers
hal-00328161v1
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Advanced Data Analytics for Power SystemsCambridge University Press, 2021, 1108494757. ⟨10.1017/9781108859806⟩
Books
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Data-Injection AttacksAli 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⟩
Book sections
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Game-Theoretic Solution Concepts and Learning AlgorithmsTansu 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⟩
Book sections
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Game Theory and Femtocell Communications: Making Network Deployment FeasibleRashid 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⟩
Book sections
hal-00771289v1
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Game Theory for Dynamic Spectrum AccessCognitive Radio Networks: Architectures, Protocols and Standards, CRC Press, pp.259-290, 2010
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Game theory or dynamic spectrum sharingCognitive Radio Networks: Architectures, Protocols and Standards, Taylor & Francis Group, CRC Press, pp.257--288, 2010
Book sections
hal-00556204v1
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The Generalization Error of Machine Learning Algorithms2024
Preprints, Working Papers, ...
hal-04789606v1
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Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization2024
Preprints, Working Papers, ...
hal-04719783v1
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Information-Energy Regions in the Finite Block-Length Regime with Finite Channel Inputs2022
Preprints, Working Papers, ...
hal-03848708v1
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Robust Recovery of Missing Data in Electricity Distribution Systems2017
Preprints, Working Papers, ...
hal-01574531v1
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Simultaneous Information and Energy Transmission in Gaussian Interference Channels2017
Preprints, Working Papers, ...
hal-01561744v2
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Game Theoretic Approaches to Spectrum Sharing in Decentralized Self-Configuring NetworksComputer Science and Game Theory [cs.GT]. Ecole nationale supérieure des telecommunications - ENST, 2011. English. ⟨NNT : ⟩
Theses
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Contributions to Information and Energy SystemsInformation Theory [math.IT]. INSA de Lyon; Université Claude Bernard Lyon I, 2021
Accreditation to supervise research
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