Samir M. Perlaza

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 41

Top Topics

Injection Attacks

Relative Entropy

Empirical Risk Minimization

Top Venues

IEEE Trans. Smart Grid

Publications

Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman, H. Vincent Poor
The Worst-Case Data-Generating Probability Measure in Statistical Learning. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Emmanouil M. Athanasakos, Samir M. Perlaza
Leveraging Noisy Observations in Zero-Sum Games. CoRR (2024)
Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
Empirical Risk Minimization With Relative Entropy Regularization. IEEE Trans. Inf. Theory 70 (7) (2024)
Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences. CoRR (2024)
Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman
Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure. AAAI (2024)
Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
Stealth Data Injection Attacks With Sparsity Constraints. IEEE Trans. Smart Grid 14 (4) (2023)
Ashok Krishnan K. S., Samir M. Perlaza, Eitan Altman
Pricing Models for Digital Renting Platforms. EPEW (2023)
Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization. CoRR (2023)
Ke Sun, Samir M. Perlaza, Alain Jean-Marie
2×2 Zero-Sum Games with Commitments and Noisy Observations. ISIT (2023)
Samir M. Perlaza, Iñaki Esnaola, Gaetan Bisson, H. Vincent Poor
On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation. CoRR (2023)
Samir M. Perlaza, Iñaki Esnaola, Gaetan Bisson, H. Vincent Poor
On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation. ISIT (2023)
Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization. ISIT (2023)
Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman
Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure. CoRR (2023)
Majed Haddad, Piotr Wiecek, Oussama Habachi, Samir M. Perlaza, Shahid Mehraj Shah
FEAT: Fair Coordinated Iterative Water-Filling Algorithm. CoRR (2022)
Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
Power Injection Measurements are more Vulnerable to Data Integrity Attacks than Power Flow Measurements. CoRR (2022)
Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Eitan Altman
Achievable Information-Energy Region in the Finite Block-Length Regime with Finite Constellations. ISIT (2022)
Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis. ISIT (2022)
Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
An information theoretic vulnerability metric for data integrity attacks on smart grids. CoRR (2022)
Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis. CoRR (2022)
Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Eitan Altman, Mikael Skoglund
Information-Energy Regions in the Finite Block-Length Regime with Finite Channel Inputs. CoRR (2022)
Ke Sun, Samir M. Perlaza, Alain Jean-Marie
Zero-Sum Games with Noisy Observations. CoRR (2022)
Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Eitan Altman
Achievable Information-Energy Region in the Finite Block-Length Regime with Finite Constellations. CoRR (2022)
Majed Haddad, Piotr Wiecek, Oussama Habachi, Samir M. Perlaza, Shahid Mehraj Shah
Fair Iterative Water-Filling Game for Multiple Access Channels. MSWiM (2022)
Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
Stealth Data Injection Attacks with Sparsity Constraints. CoRR (2022)
Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Mikael Skoglund
Information-Energy Trade-offs with EH Non-linearities in the Finite Block-Length Regime with Finite Constellations. ITW (2022)
Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
Empirical Risk Minimization with Generalized Relative Entropy Regularization. CoRR (2022)
Dadja Anade, Jean-Marie Gorce, Philippe Mary, Samir M. Perlaza
Saddlepoint Approximations of Cumulative Distribution Functions of Sums of Random Vectors. ISIT (2021)
Sadaf ul Zuhra, Samir M. Perlaza, Eitan Altman
Simultaneous Information and Energy Transmission with Finite Constellations. ITW (2021)
Sadaf ul Zuhra, Samir M. Perlaza, Eitan Altman
Simultaneous Information and Energy Transmission with Finite Constellations. CoRR (2021)
Iñaki Esnaola, Samir M. Perlaza, Ke Sun
Data-Injection Attacks. CoRR (2021)
Dadja Anade, Jean-Marie Gorce, Philippe Mary, Samir M. Perlaza
On the saddlepoint approximation of the dependence testing bound in memoryless channels. ICC (2020)
Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
Information Theoretic Data Injection Attacks with Sparsity Constraints. CoRR (2020)
Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
Information Theoretic Data Injection Attacks with Sparsity Constraints. SmartGridComm (2020)
Lei Yang, Xu Chen, Samir M. Perlaza, Junshan Zhang
Special Issue on Artificial-Intelligence-Powered Edge Computing for Internet of Things. IEEE Internet Things J. 7 (10) (2020)
Ke Sun, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
Stealth Attacks on the Smart Grid. IEEE Trans. Smart Grid 11 (2) (2020)
Dadja Anade, Jean-Marie Gorce, Philippe Mary, Samir M. Perlaza
An Upper Bound on the Error Induced by Saddlepoint Approximations - Applications to Information Theory. Entropy 22 (6) (2020)
Cristian Genes, Iñaki Esnaola, Samir M. Perlaza, Luis F. Ochoa, Daniel Coca
Robust Recovery of Missing Data in Electricity Distribution Systems. IEEE Trans. Smart Grid 10 (4) (2019)
Nizar Khalfet, Samir M. Perlaza, Ali Tajer, H. Vincent Poor
On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission Systems. SPAWC (2019)
David Kibloff, Samir M. Perlaza, Ligong Wang
Embedding Covert Information on a Given Broadcast Code. ISIT (2019)
Nizar Khalfet, Samir M. Perlaza
Simultaneous Information and Energy Transmission in the Two-User Gaussian Interference Channel. IEEE J. Sel. Areas Commun. 37 (1) (2019)
Cristian Genes, Iñaki Esnaola, Samir M. Perlaza, Daniel Coca
Recovery of Missing Data in Correlated Smart Grid Datasets. DSW (2019)