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Samir Perlaza
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Publications
- 2024
- [c57]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: 17271-17279 - [i47]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 abs/2402.00501 (2024) - 2023
- [j23]Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison:
Stealth Data Injection Attacks With Sparsity Constraints. IEEE Trans. Smart Grid 14(4): 3201-3209 (2023) - [c55]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: 328-333 - [c54]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: 340-345 - [i45]Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor:
Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization. CoRR abs/2306.07123 (2023) - [i44]Samir M. Perlaza, Iñaki Esnaola, Gaetan Bisson, H. Vincent Poor:
On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation. CoRR abs/2306.12380 (2023) - [i43]Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman:
Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure. CoRR abs/2312.12236 (2023) - 2022
- [c52]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: 684-689 - [i42]Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison:
Stealth Data Injection Attacks with Sparsity Constraints. CoRR abs/2201.00065 (2022) - [i41]Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini:
Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis. CoRR abs/2202.04385 (2022) - [i38]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 abs/2207.06973 (2022) - [i36]Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison:
An information theoretic vulnerability metric for data integrity attacks on smart grids. CoRR abs/2211.02538 (2022) - [i34]Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini:
Empirical Risk Minimization with Generalized Relative Entropy Regularization. CoRR abs/2211.06617 (2022) - 2021
- [i33]Iñaki Esnaola, Samir M. Perlaza, Ke Sun:
Data-Injection Attacks. CoRR abs/2102.01925 (2021) - 2020
- [j19]Ke Sun, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor:
Stealth Attacks on the Smart Grid. IEEE Trans. Smart Grid 11(2): 1276-1285 (2020) - [c45]Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison:
Information Theoretic Data Injection Attacks with Sparsity Constraints. SmartGridComm 2020: 1-6 - [i31]Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison:
Information Theoretic Data Injection Attacks with Sparsity Constraints. CoRR abs/2007.02764 (2020) - 2019
- [j17]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): 4057-4067 (2019) - [c44]Cristian Genes, Iñaki Esnaola, Samir M. Perlaza, Daniel Coca:
Recovery of Missing Data in Correlated Smart Grid Datasets. DSW 2019: 263-269 - 2018
- [j16]Victor Quintero, Samir Medina Perlaza, Inaki Esnaola, Jean-Marie Gorce:
When Does Output Feedback Enlarge the Capacity of the Interference Channel? IEEE Trans. Commun. 66(2): 615-628 (2018) - [j15]Victor Quintero, Samir Medina Perlaza, Inaki Esnaola, Jean-Marie Gorce:
Approximate Capacity Region of the Two-User Gaussian Interference Channel With Noisy Channel-Output Feedback. IEEE Trans. Inf. Theory 64(7): 5326-5358 (2018) - [i29]Ke Sun, Iñaki Esnaola, Samir Medina Perlaza, H. Vincent Poor:
Stealth Attacks on the Smart Grid. CoRR abs/1808.04184 (2018) - 2017
- [c34]Ke Sun, Inaki Esnaola, Samir Medina Perlaza, H. Vincent Poor:
Information-theoretic attacks in the smart grid. SmartGridComm 2017: 455-460 - [i26]Cristian Genes, Iñaki Esnaola, Samir Medina Perlaza, Luis F. Ochoa, Daniel Coca:
Robust Recovery of Missing Data in Electricity Distribution Systems. CoRR abs/1708.01583 (2017) - [i25]Ke Sun, Inaki Esnaola, Samir Medina Perlaza, H. Vincent Poor:
Information-Theoretic Attacks in the Smart Grid. CoRR abs/1708.07810 (2017) - 2016
- [j11]Inaki Esnaola, Samir Medina Perlaza, H. Vincent Poor, Oliver Kosut:
Maximum Distortion Attacks in Electricity Grids. IEEE Trans. Smart Grid 7(4): 2007-2015 (2016) - [c32]Victor Quintero, Samir Medina Perlaza, Iñaki Esnaola, Jean-Marie Gorce:
When Does Channel-Output Feedback Enlarge the Capacity Region of the Two-User Linear Deterministic Interference Channel? CrownCom 2016: 471-483 - [c28]Victor Quintero, Samir Medina Perlaza, Inaki Esnaola, Jean-Marie Gorce:
Approximate capacity of the Gaussian interference channel with noisy channel-output feedback. ITW 2016: 474-478 - [c27]Cristian Genes, Inaki Esnaola, Samir Medina Perlaza, Luis F. Ochoa, Daniel Coca:
Recovering missing data via matrix completion in electricity distribution systems. SPAWC 2016: 1-6 - [c26]Inaki Esnaola, Samir Medina Perlaza, H. Vincent Poor, Oliver Kosut:
Decentralized MMSE attacks in electricity grids. SSP 2016: 1-5 - [i24]Victor Quintero, Samir Medina Perlaza, Iñaki Esnaola, Jean-Marie Gorce:
Approximated Capacity of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback. CoRR abs/1603.07554 (2016) - [i21]Victor Quintero, Samir Medina Perlaza, Iñaki Esnaola, Jean-Marie Gorce:
Approximate Capacity of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback. CoRR abs/1608.08907 (2016) - [i19]Victor Quintero, Samir Medina Perlaza, Iñaki Esnaola, Jean-Marie Gorce:
Approximate Capacity Region of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback. CoRR abs/1611.05322 (2016) - 2014
- [j8]Zhiguo Ding, Samir Medina Perlaza, Inaki Esnaola, H. Vincent Poor:
Power Allocation Strategies in Energy Harvesting Wireless Cooperative Networks. IEEE Trans. Wirel. Commun. 13(2): 846-860 (2014) - [c23]Inaki Esnaola, Samir Medina Perlaza, H. Vincent Poor:
Equilibria in data injection attacks. GlobalSIP 2014: 779-783 - 2013
- [i15]Zhiguo Ding, Samir Medina Perlaza, Inaki Esnaola, H. Vincent Poor:
Power Allocation Strategies in Energy Harvesting Wireless Cooperative Networks. CoRR abs/1307.1630 (2013)
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