Samir M. Perlaza | INRIA | Research Reports

Statistical Learning Theory

• ‘‘An Exact Characterization of the Generalization Error of Machine Learning Algorithms,’’, with Xinying Zou, Iñaki Esnaola, Eitan Altman, and H. Vincent Poor.
  Research Report, INRIA, No. RR-9539, Sophia Antipolis, France, Jan., 2024.

• ‘‘Empirical Risk Minimization with f-Divergence Regularization in Statistical Learning’’, with Francisco Daunas, Iñaki Esnaola, and H. Vincent Poor.
  Research Report, INRIA, No. RR-9521, Sophia Antipolis, France, Oct., 2023.

• ‘‘The Worst-Case Data-Generating Probability Measure’’, with Xinying Zou, Iñaki Esnaola, and Eitan Altman.
  Research Report, INRIA, No. RR-9515, Sophia Antipolis, France, Aug., 2023.

• ‘‘Empirical Risk Minimization with Relative Entropy Regularization Type-II’’, with Francisco Daunas, Iñaki Esnaola, and H. Vincent Poor.
  Research Report, INRIA, No. RR-9508, Sophia Antipolis, France, May., 2023.

• ‘‘Sensitivity of the Gibbs Algorithm to Data Aggregation in Supervised Machine Learning’’, with Iñaki Esnaola and H. Vincent Poor.
  Research Report, INRIA, No. RR-9474, Sophia Antipolis, France, Jun., 2022.

• ‘‘Empirical Risk Minimization with Relative Entropy Regularizations’’, with Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini.
  Research Report, INRIA, No. RR-9454, Sophia Antipolis, France, Feb., 2022.

Probability Theory and Statistics

• ‘‘Saddlepoint Approximations of Cumulative Distribution Functions of Sums of Random Vectors’’, with Dadja Anade, Jean-Marie Gorce, and Philippe Mary.
  Research Report, INRIA, No. RR-9388, Lyon, France, Feb., 2021.

• ‘‘An upper bound on the error induced by saddlepoint approximations - Applications to information theory’’, with Dadja Anade, Jean-Marie Gorce, and Philippe Mary.
  Research Report, INRIA, No. RR-9329, Lyon, France, Apr., 2020.

Game Theory

• ‘‘Leveraging Noisy Observations in Zero-Sum Games’’, with Emmanouil-Marios Athanasakos.
  Research Report, INRIA, No. RR-9538, Sophia Antipolis, France, May., 2023.

• ‘‘2 × 2 Zero-Sum Games with Commitments and Noisy Observations’’, with Ke Sun and Alain Jean-Marie.
  Research Report, INRIA, No. RR-9505, Sophia Antipolis, France, May., 2023.

Data Analytics and Data Integrity

• ‘‘Pricing for Platforms: Games, Equilibria and Cooperation’’, with Ashok Krishnan K. S. and Eitan Altman.
  Research Report, INRIA, No. RR-9510, Sophia Antipolis, France, Jun., 2023.

• ‘‘Decentralized Maximum Distortion MMSE Attacks in Electricity Grids’’, with Inaki Esnaola, H. Vincent Poor and Oliver Kosut.
  Research Report, INRIA, No. 466, Lyon, France, Sep., 2015.

Simultaneous Information and Energy Transmission

• ‘‘Simultaneous Information and Energy Transmission with Finite Constellations’’, with Sadaf ul Zuhra, and Eitan Altman.
  Research Report, INRIA, No. RR-9409, Sophia Antipolis, France, May., 2021.

• ‘‘On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission Systems’’, with Nizar Khalfet, Ali Tajer, and H. Vincent Poor.
  Research Report, INRIA, No. RR-9261, Lyon, France, May., 2019.

• ‘‘Simultaneous Information and Energy Transmission in the Interference Channel’’, with Nizar Khalfet.
  Research Report, INRIA, No. RR-9102, Lyon, France, Nov., 2017.

• ‘‘Feedback Enhances Simultaneous Information and Energy Transmission in Multiple Access Channels’’, with Selma Belhadj Amor, Ioannis Krikidis and H. Vincent Poor.
  Research Report, INRIA, No. RR-8804, Lyon, France, Nov., 2015.

• ‘‘Decentralized Simultaneous Energy and Information Transmission in Multiple Access Channels’’, with Selma Belhadj Amor, and H. Vincent Poor.
  Research Report, INRIA, No. RR-8847, Lyon, France, Apr., 2015.

Information Transmission

• ‘‘Broadcast Codes Can be Enhanced to Perform Covert Communications’’, with David Kibloff, and Ligong Wang.
  Research Report, INRIA, No. RR-9249, Lyon, France, Jan., 2019.

• ‘‘Capacity Sensitivity in Continuos Channels’’, with Malcolm Egan, and Vyacheslav Kungurtsev.
  Research Report, INRIA, No. RR-9012, Lyon, France, Jan., 2017.

• ‘‘When Does Channel-Output Feedback Enlarge the Capacity Region of the Two-User Linear Deterministic Interference Channel ?’’, with Victor Quintero, Iñaki Esnaola, and Jean-Marie Gorce.
  Research Report, INRIA, No. 8862, Lyon, France, Mar., 2016.

• ‘‘Approximate Capacity of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback’’, with Victor Quintero, Iñaki Esnaola, and Jean-Marie Gorce.
  Research Report, INRIA, No. 8861, Lyon, France, Mar., 2016.

• ‘‘Noisy Channel-Output Feedback Capacity of the Linear Deterministic Interference Channel’’, with Victor Quintero, and Jean-Marie Gorce.
  Research Report, INRIA, No. 456, Lyon, France, Jan., 2015.

Self-Organized Information Networks

• ‘‘Decentralized Interference Channels with Noisy Output Feedback’’, with Victor Quintero, Jean-Marie Gorce, and H. Vincent Poor.
  Research Report, INRIA, No. RR-9011, Lyon, France, Jan., 2017.

• ‘‘Decentralized K-user Gaussian Multiple Access Channels’’, with Selma Belhadj Amor.
  Research Report, INRIA, No. RR-8949, Lyon, France, Aug., 2016.

Environment and Public Health

• ‘‘On the true number of COVID-19 infections: Effect of Sensitivity, Specificity and Number of Tests on Prevalence Ratio Estimation’’, with Eitan Altman, Izza Mounir and Fatim-Zahra Najid.
  Research Report, INRIA, No. RR-9344, Sophia Antipolis, France, May, 2020.