Samir M. Perlaza

55 papers A* 1A 1B 12Journal 36Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Empirical Risk Minimization with f-Divergence Regularization. CoRR Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
2025	B	`conf`	A Dual Optimization View to Empirical Risk Minimization with f-Divergence Regularization. ITW Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza
2025	J	`jnl`	Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization. IEEE Trans. Inf. Theory Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
2025	J	`jnl`	Decentralized Stealth Attacks on Cyber-Physical Systems. CoRR Xiuzhen Ye, Inaki Esnaola, Samir M. Perlaza, Robert F. Harrison
2025	J	`jnl`	Generalization Error of CoRR Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, Gholamali Aminian
2025	J	`jnl`	Proofs for Folklore Theorems on the Radon-Nikodym Derivative. CoRR Yaiza Bermudez, Gaetan Bisson, Iñaki Esnaola, Samir M. Perlaza
2025	J	`jnl`	Simultaneous Information and Energy Transmission With Short Packets and Finite Constellations. IEEE Trans. Commun. Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Mikael Skoglund
2025	J	`jnl`	Variations on the Expectation Due to Changes in the Probability Measure. CoRR Samir M. Perlaza, Gaetan Bisson
2025	J	`jnl`	Variations on the Expectation Due to Changes in the Probability Measure. Entropy Samir M. Perlaza, Gaetan Bisson
2024	J	`jnl`	Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization. CoRR Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
2024	J	`jnl`	Empirical Risk Minimization With Relative Entropy Regularization. IEEE Trans. Inf. Theory Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
2024	B	`conf`	Equivalence of Empirical Risk Minimization to Regularization on the Family of $f- \text{Divergences}$. ISIT Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
2024	J	`jnl`	Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences. CoRR Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
2024	A*	`conf`	Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure. AAAI Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman
2024	B	`conf`	Leveraging Noisy Observations in Zero-Sum Games. ITW Emmanouil M. Athanasakos, Samir M. Perlaza
2024	J	`jnl`	Leveraging Noisy Observations in Zero-Sum Games. CoRR Emmanouil M. Athanasakos, Samir M. Perlaza
2024	J	`jnl`	Simultaneous Information and Energy Transmission with Short Packets and Finite Constellations. CoRR Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Mikael Skoglund
2024	J	`jnl`	The Generalization Error of Machine Learning Algorithms. CoRR Samir M. Perlaza, Xinying Zou
2024	J	`jnl`	The Worst-Case Data-Generating Probability Measure in Statistical Learning. IEEE J. Sel. Areas Inf. Theory Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman, H. Vincent Poor
2023	B	`conf`	2×2 Zero-Sum Games with Commitments and Noisy Observations. ISIT Ke Sun, Samir M. Perlaza, Alain Jean-Marie
2023	B	`conf`	Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization. ISIT Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
2023	J	`jnl`	Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization. CoRR Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
2023	J	`jnl`	Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure. CoRR Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman
2023	B	`conf`	On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation. ISIT Samir M. Perlaza, Iñaki Esnaola, Gaetan Bisson, H. Vincent Poor
2023	J	`jnl`	On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation. CoRR Samir M. Perlaza, Iñaki Esnaola, Gaetan Bisson, H. Vincent Poor
2023	—	`conf`	Pricing Models for Digital Renting Platforms. EPEW Ashok Krishnan K. S., Samir M. Perlaza, Eitan Altman
2023	J	`jnl`	Stealth Data Injection Attacks With Sparsity Constraints. IEEE Trans. Smart Grid Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
2022	B	`conf`	Achievable Information-Energy Region in the Finite Block-Length Regime with Finite Constellations. ISIT Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Eitan Altman
2022	J	`jnl`	Achievable Information-Energy Region in the Finite Block-Length Regime with Finite Constellations. CoRR Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Eitan Altman
2022	J	`jnl`	An information theoretic vulnerability metric for data integrity attacks on smart grids. CoRR Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
2022	J	`jnl`	Empirical Risk Minimization with Generalized Relative Entropy Regularization. CoRR Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
2022	B	`conf`	Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis. ISIT Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
2022	J	`jnl`	Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis. CoRR Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
2022	J	`jnl`	FEAT: Fair Coordinated Iterative Water-Filling Algorithm. CoRR Majed Haddad, Piotr Wiecek, Oussama Habachi, Samir M. Perlaza, Shahid Mehraj Shah
2022	A	`conf`	Fair Iterative Water-Filling Game for Multiple Access Channels. MSWiM Majed Haddad, Piotr Wiecek, Oussama Habachi, Samir M. Perlaza, Shahid Mehraj Shah
2022	J	`jnl`	Information-Energy Regions in the Finite Block-Length Regime with Finite Channel Inputs. CoRR Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Eitan Altman, Mikael Skoglund
2022	B	`conf`	Information-Energy Trade-offs with EH Non-linearities in the Finite Block-Length Regime with Finite Constellations. ITW Sadaf ul Zuhra, Samir M. Perlaza, H. Vincent Poor, Mikael Skoglund
2022	J	`jnl`	Power Injection Measurements are more Vulnerable to Data Integrity Attacks than Power Flow Measurements. CoRR Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
2022	J	`jnl`	Stealth Data Injection Attacks with Sparsity Constraints. CoRR Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
2022	J	`jnl`	Zero-Sum Games with Noisy Observations. CoRR Ke Sun, Samir M. Perlaza, Alain Jean-Marie
2021	J	`jnl`	Data-Injection Attacks. CoRR Iñaki Esnaola, Samir M. Perlaza, Ke Sun
2021	B	`conf`	Saddlepoint Approximations of Cumulative Distribution Functions of Sums of Random Vectors. ISIT Dadja Anade, Jean-Marie Gorce, Philippe Mary, Samir M. Perlaza
2021	B	`conf`	Simultaneous Information and Energy Transmission with Finite Constellations. ITW Sadaf ul Zuhra, Samir M. Perlaza, Eitan Altman
2021	J	`jnl`	Simultaneous Information and Energy Transmission with Finite Constellations. CoRR Sadaf ul Zuhra, Samir M. Perlaza, Eitan Altman
2020	J	`jnl`	An Upper Bound on the Error Induced by Saddlepoint Approximations - Applications to Information Theory. Entropy Dadja Anade, Jean-Marie Gorce, Philippe Mary, Samir M. Perlaza
2020	—	`conf`	Information Theoretic Data Injection Attacks with Sparsity Constraints. SmartGridComm Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
2020	J	`jnl`	Information Theoretic Data Injection Attacks with Sparsity Constraints. CoRR Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
2020	—	`conf`	On the saddlepoint approximation of the dependence testing bound in memoryless channels. ICC Dadja Anade, Jean-Marie Gorce, Philippe Mary, Samir M. Perlaza
2020	J	`jnl`	Special Issue on Artificial-Intelligence-Powered Edge Computing for Internet of Things. IEEE Internet Things J. Lei Yang, Xu Chen, Samir M. Perlaza, Junshan Zhang
2020	J	`jnl`	Stealth Attacks on the Smart Grid. IEEE Trans. Smart Grid Ke Sun, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
2019	B	`conf`	Embedding Covert Information on a Given Broadcast Code. ISIT David Kibloff, Samir M. Perlaza, Ligong Wang
2019	—	`conf`	On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission Systems. SPAWC Nizar Khalfet, Samir M. Perlaza, Ali Tajer, H. Vincent Poor
2019	—	`conf`	Recovery of Missing Data in Correlated Smart Grid Datasets. DSW Cristian Genes, Iñaki Esnaola, Samir M. Perlaza, Daniel Coca
2019	J	`jnl`	Robust Recovery of Missing Data in Electricity Distribution Systems. IEEE Trans. Smart Grid Cristian Genes, Iñaki Esnaola, Samir M. Perlaza, Luis F. Ochoa, Daniel Coca
2019	J	`jnl`	Simultaneous Information and Energy Transmission in the Two-User Gaussian Interference Channel. IEEE J. Sel. Areas Commun. Nizar Khalfet, Samir M. Perlaza