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Samir M. Perlaza | INRIA | Publications in Journals

Statistics and Statistical Learning Theory

  1. ‘‘The Generalization Error of Machine Learning Algorithms’’, with Xinying Zou.
    IEEE Transactions on Information Theory, submitted in November 2024.

  2. ‘‘Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization’’, with Francisco Daunas, Iñaki Esnaola, and H. Vincent Poor.
    IEEE Transactions on Information Theory, submitted in February 2024 (Reviewed October 2024).

  3. ‘‘Empirical Risk Minimization with Relative Entropy Regularization’’, with Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, and Stefano Rini.
    IEEE Transactions on Information Theory, vol. 70, no. 7, pp. 5122 – 5161, July, 2024.

  4. ‘‘The Worst-Case Data-Generating Probability Measure in Statistical Learning’’, with Xinying Zou, Iñaki Esnaola, Eitan Altman, and H. Vincent Poor.
    IEEE Journal on Selected Areas in Information Theory, vol. 5, pp. 175 – 189, April, 2024.

  5. ‘‘An Upper Bound on the Error Induced by Saddlepoint Approximations - Applications to Information Theory’’, with Dadja Anade, Jean-Marie Gorce, and Philippe Mary.
    Entropy, vol. 22, no. 6, 690, pp. 1-39, Jun., 2020.

Data Analytics and Data Integrity

  1. ‘‘An information theoretic vulnerability metric for data integrity attacks on smart grids’’, with Xiuzhen Ye, Iñaki Esnaola, and Robert F. Harrison.
    IET Smart Grid, pp. 1 – 10, Feb., 2024.

  2. ‘‘Stealth Data Injection Attacks with Sparsity Constraints’’, with Xiuzhen Ye, Iñaki Esnaola, and Robert F. Harrison.
    IEEE Transactions on Smart Grid, vol. 14, no. 4, pp. 3201 – 3209, Jul., 2023.

  3. ‘‘Stealth Attacks on the Smart Grid’’, with Sun Ke, Iñaki Esnaola, and H. Vincent Poor.
    IEEE Transactions on Smart Grid, vol. 11, no. 2, pp. 1276-1285, Mar., 2020.

  4. ‘‘Robust Recovery of Missing Data in Electricity Distribution Systems’’, with Cristian Genes, Iñaki Esnaola, Luis F. Ochoa, and Daniel Coca.
    IEEE Transactions on Smart Grid, vol. 10, no. 4, pp. 4057-4067, Jul., 2019.

  5. ‘‘Maximum Distortion Attacks in Electricity Grids’’, with Inaki Esnaola, H. Vincent Poor and Oliver Kosut.
    IEEE Transactions on Smart Grid, vol. 7, no. 4, pp. 2007-2015, Jul. 2016.

  6. ‘‘Electrical Vehicles in the Smart Grid: A Mean Field Game Analysis’’, with Romain Couillet, Samir M. Perlaza, Hamidou Tembine, and Merouane Debbah.
    IEEE Journal on Selected Areas in Communications, vol. 30, no. 7, pp. 1086–1096, Jul. 2012.

Simultaneous Information and Energy Transmission

  1. ‘‘Simultaneous Information and Energy Transmission with Short Packets and Finite Constellations’’, with Sadaf Ul Zuhra, H. Vincent Poor, and Mikael Skoglund.
    IEEE Transactions on Communications, submitted in Aug. 2024.

  2. ‘‘Simultaneous Information and Energy Transmission in the Two-User Gaussian Interference Channel’’, with Nizar Khalfet.
    IEEE Journal on Selected Areas in Communications, vol. 37, no. 1, pp. 156-170, Jan. 2019.

  3. ‘‘Feedback Enhances Simultaneous Information and Energy Transmission in Multiple Access Channels’’, with Selma Belhadj Amor, Ioannis Krikidis and H. Vincent Poor.
    IEEE Transactions on Information Theory, vol. 63, no. 8, pp. 5244–5265, Aug 2017.

  4. ‘‘Power Allocation Strategies in Energy Harvesting Wireless Cooperative Networks’’, with Zhiguo Ding, Iñaki Esnaola, and H. Vincent Poor.
    IEEE Transactions on Wireless Communications, vol. 13 no. 2, pp. 846-860, Feb. 2014.

Information Transmission

  1. ‘‘Approximate Capacity Region of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback’’, with Victor Quintero, Iñaki Esnaola, and Jean-Marie Gorce.
    IEEE Transactions on Information Theory, vol. 64 no. 7, pp. 5326-5358, Jul., 2018.

  2. ‘‘When Does Output Feedback Enlarge the Capacity of the Interference Channel?’’, with Victor Quintero, Iñaki Esnaola, and Jean-Marie Gorce.
    IEEE Transactions on Communications, vol. 66 no. 2, pp. 615-628, Feb., 2018.

  3. ‘‘Perfect Output Feedback in the Two-User Decentralized Interference Channel’’, with Ravi Tandon, H. Vincent Poor, and Zhu Han.
    IEEE Transactions on Information Theory, vol. 61 no. 10, pp. 5441-5462, Oct. 2015.

  4. ‘‘On the Resilience of Wireless Multiuser Networks to Passive and Active Eavesdroppers’’, with Arsenia Chorti, H. Vincent Poor, and Zhu Han.
    IEEE Journal on Selected Areas in Communications, vol. 31, no. 9, pp. 1850–1863, Sep. 2013.

  5. ‘‘From Spectrum Pooling to Space Pooling: Opportunistic Interference Alignment in MIMO Cognitive Networks’’, with Nadia Fawaz, Samson Lasaulce, and Merouane Debbah.
    IEEE Transactions on Signal Processing, vol. 58, no. 7, pp. 3728-3741, Jul., 2010.

Self-Organized Information Networks

  1. ‘‘Generalized Satisfaction Equilibrium: A Model for Service-Level Provisioning in Networks’’, with Mathew Goonewardena, Animesh Yadav, Wessam Ajib.
    IEEE Transactions on Communications, vol. 65 no. 6, pp. 2427 – 2437, Jun. 2017.

  2. ‘‘Distributed Interference and Energy-Aware Power Control for Ultra-Dense D2D Networks: A Mean Field Game’’, with Chungang Yang, Jiandong Li, Prabodini Semasinghe, Ekram Hossain, and Zhu Han.
    IEEE Transactions on Wireless Communications, vol. 16 no. 2, pp. 268-279, Feb. 2017.

  3. ‘‘Self-Organization in Decentralized Networks: A Trial and Error Learning Approach’’, with Luca Rose, Merouane Debbah, and Christophe Le Martret.
    IEEE Transactions in Wireless Communications, vol. 13 no. 1, pp. 268-279, Jan. 2014.

  4. ‘‘Equilibria of Channel Selection Games in Parallel Multiple Access Channels’’, with Samson Lasaulce, and Merouane Debbah.
    EURASIP Journal in Wireless Communications, vol. 2013, no. 15, pp. 1–23, Jan. 2013.

  5. ‘‘Quality-Of-Service Provisioning in Decentralized Networks: A Satisfaction Equilibrium Approach’’, with Hamidou Tembine, Samson Lasaulce, and Merouane Debbah.
    IEEE Journal of Selected Topics in Signal Processing, vol. 6, no. 2, pp. 104–116, Apr. 2012.

  6. ‘‘Learning Equilibria with Partial Information in Decentralized Wireless Networks’’, with Luca Rose, Samson Lasaulce, and Merouane Debbah.
    IEEE Communications Magazine, vol. 49, no. 8, pp. 136–142, Aug. 2011.

Environment and Public Health

  1. ‘‘The Mask Game with Multiple Populations’’, with Eitan Altman, Mandar Datar, Francesco de Pellegrini, and Daniel Menasché.
    Dynamic Games and Applications, vol. 12, no. 1, pp. 147–167, Jan. 2022.

  2. ‘‘Psychological Distress and Tobacco Use Among Hospital Workers During COVID-19’’, with with Izza Mounir, Loick Menvielle, Denis Chênevert, Jo-Hanna Planchard, Roxane Fabre, Michel Benoit, Amine Benyamina, Benjamin Rolland, Faredj Cherikh, Renaud David.
    Frontiers in Psychiatry, vol. 12, no. 701810, pp. 1–7, Jul. 2021.

  3. ‘‘On the true number of COVID-19 infections: Effect of Sensitivity, Specificity and Number of Tests on Prevalence Ratio Estimation’’, with with Eitan Altman, Izza Mounir and Fatim-Zahra Najid.
    International Journal of Environmental Research and Public Health, vol. 17, no. 5328, pp. 1–21, Jul. 2020