Iñaki Esnaola

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 40

Top Topics

Injection Attacks

Relative Entropy

Empirical Risk Minimization

Top Venues

IEEE Trans. Smart Grid

IEEE Trans. Inf. Theory

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)
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)
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)
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)
Ke Sun, Iñaki Esnaola, Antonia Maria Tulino, H. Vincent Poor
Asymptotic Learning Requirements for Stealth Attacks on Linearized State Estimation. IEEE Trans. Smart Grid 14 (4) (2023)
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)
Jonathan Monsalve, Juan Marcos Ramirez, Iñaki Esnaola, Henry Arguello
Covariance Estimation From Compressive Data Partitions Using a Projected Gradient-Based Algorithm. IEEE Trans. Image Process. 31 (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)
Zak Hodgson, Iñaki Esnaola, Bryn Jones
Model-Based Optimal Adaptive Monitoring of Oil Spills. IEEE Trans. Control. Syst. Technol. 30 (5) (2022)
Jonathan Monsalve, Miguel Marquez, Karen Sanchez, Carlos Hinojosa, Iñaki Esnaola, Henry Arguello
Cocosvi: Single Snapshot Compressive Spectral Video Via Covariance Matrix Estimation. WHISPERS (2022)
Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
Stealth Data Injection Attacks with Sparsity Constraints. CoRR (2022)
Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
Empirical Risk Minimization with Generalized Relative Entropy Regularization. CoRR (2022)
Jonathan Monsalve, Miguel Marquez, Iñaki Esnaola, Henry Arguello
Compressive Covariance Matrix Estimation from a Dual-Dispersive Coded Aperture Spectral Imager. ICIP (2021)
Iñaki Esnaola, Samir M. Perlaza, Ke Sun
Data-Injection Attacks. CoRR (2021)
Ke Sun, Iñaki Esnaola, Antonia Maria Tulino, H. Vincent Poor
Asymptotic Learning Requirements for Stealth Attacks. CoRR (2021)
Stefan M. Trenkwalder, Iñaki Esnaola, Yuri Kaszubowski Lopes, Andreas Kolling, Roderich Groß
SwarmCom: an infra-red-based mobile ad-hoc network for severely constrained robots. Auton. Robots 44 (1) (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)
Ke Sun, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
Stealth Attacks on the Smart Grid. IEEE Trans. Smart Grid 11 (2) (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)
William Casbolt, Bryn Jones, Iñaki Esnaola
Optimal Control over Multiple Input Lossy Channels. CoRR (2019)
William Casbolt, Iñaki Esnaola, Bryn Jones
Denial of Service Attacks on Control Systems with Packet Loss. CoRR (2019)
Miguel Arrieta, Iñaki Esnaola, Michelle Effros
Universal Privacy Guarantees for Smart Meters. ISIT (2019)
Cristian Genes, Iñaki Esnaola, Samir M. Perlaza, Daniel Coca
Recovery of Missing Data in Correlated Smart Grid Datasets. DSW (2019)
Miguel Arrieta, Iñaki Esnaola, Michelle Effros
Universal Mutual Information Privacy Guarantees for Smart Meters. CoRR (2019)
Ke Sun, Iñaki Esnaola, Antonia Maria Tulino, H. Vincent Poor
Learning requirements for stealth attacks. CoRR (2019)
Ke Sun, Iñaki Esnaola, Samir Medina Perlaza, H. Vincent Poor
Stealth Attacks on the Smart Grid. CoRR (2018)
Cristian Genes, Iñaki Esnaola, Samir Medina Perlaza, Luis F. Ochoa, Daniel Coca
Robust Recovery of Missing Data in Electricity Distribution Systems. CoRR (2017)
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 (2016)
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 (2016)
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 (2016)
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)
Iñaki Esnaola, Javier Garcia-Frías
Distributed analog coding of correlated Gaussian sources. Allerton (2009)