Iñaki Esnaola

51 papers A* 1B 7Journal 37Unranked 6

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	—	`conf`	Compressive Sensing with Augmented Measurements via Generative Self-Distillation. SSP Emmanuel Martínez, Roman Jacome, Romario Gualdrón-Hurtado, Iñaki Esnaola, Henry Arguello
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`	TaylorPODA: A Taylor Expansion-Based Method to Improve Post-Hoc Attributions for Opaque Models. CoRR Yuchi Tang, Iñaki Esnaola, George Panoutsos
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	J	`jnl`	Stealth Attacks Against Moving Target Defense for Smart Grid. CoRR Ke Sun, Iñaki Esnaola, H. Vincent Poor
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`	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`	Asymptotic Learning Requirements for Stealth Attacks on Linearized State Estimation. IEEE Trans. Smart Grid Ke Sun, Iñaki Esnaola, Antonia M. Tulino, 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	J	`jnl`	Stealth Data Injection Attacks With Sparsity Constraints. IEEE Trans. Smart Grid Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
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	—	`conf`	Cocosvi: Single Snapshot Compressive Spectral Video Via Covariance Matrix Estimation. WHISPERS Jonathan Monsalve, Miguel Marquez, Karen Sanchez, Carlos Hinojosa, Iñaki Esnaola, Henry Arguello
2022	J	`jnl`	Covariance Estimation From Compressive Data Partitions Using a Projected Gradient-Based Algorithm. IEEE Trans. Image Process. Jonathan Monsalve, Juan Marcos Ramirez, Iñaki Esnaola, Henry Arguello
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`	Model-Based Optimal Adaptive Monitoring of Oil Spills. IEEE Trans. Control. Syst. Technol. Zak Hodgson, Iñaki Esnaola, Bryn Jones
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
2021	J	`jnl`	Asymptotic Learning Requirements for Stealth Attacks. CoRR Ke Sun, Iñaki Esnaola, Antonia M. Tulino, H. Vincent Poor
2021	B	`conf`	Compressive Covariance Matrix Estimation from a Dual-Dispersive Coded Aperture Spectral Imager. ICIP Jonathan Monsalve, Miguel Marquez, Iñaki Esnaola, Henry Arguello
2021	J	`jnl`	Data-Injection Attacks. CoRR Iñaki Esnaola, Samir M. Perlaza, Ke Sun
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	J	`jnl`	Stealth Attacks on the Smart Grid. IEEE Trans. Smart Grid Ke Sun, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor
2020	J	`jnl`	SwarmCom: an infra-red-based mobile ad-hoc network for severely constrained robots. Auton. Robots Stefan M. Trenkwalder, Iñaki Esnaola, Yuri Kaszubowski Lopes, Andreas Kolling, Roderich Groß
2019	J	`jnl`	Denial of Service Attacks on Control Systems with Packet Loss. CoRR William Casbolt, Iñaki Esnaola, Bryn Jones
2019	J	`jnl`	Learning requirements for stealth attacks. CoRR Ke Sun, Iñaki Esnaola, Antonia M. Tulino, H. Vincent Poor
2019	J	`jnl`	Optimal Control over Multiple Input Lossy Channels. CoRR William Casbolt, Bryn Jones, Iñaki Esnaola
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`	Universal Mutual Information Privacy Guarantees for Smart Meters. CoRR Miguel Arrieta, Iñaki Esnaola, Michelle Effros
2019	B	`conf`	Universal Privacy Guarantees for Smart Meters. ISIT Miguel Arrieta, Iñaki Esnaola, Michelle Effros
2018	J	`jnl`	Stealth Attacks on the Smart Grid. CoRR Ke Sun, Iñaki Esnaola, Samir Medina Perlaza, H. Vincent Poor
2017	J	`jnl`	Robust Recovery of Missing Data in Electricity Distribution Systems. CoRR Cristian Genes, Iñaki Esnaola, Samir Medina Perlaza, Luis F. Ochoa, Daniel Coca
2016	J	`jnl`	Approximate Capacity Region of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback. CoRR Victor Quintero, Samir Medina Perlaza, Iñaki Esnaola, Jean-Marie Gorce
2016	J	`jnl`	Approximate Capacity of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback. CoRR Victor Quintero, Samir Medina Perlaza, Iñaki Esnaola, Jean-Marie Gorce
2016	J	`jnl`	Approximated Capacity of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback. CoRR Victor Quintero, Samir Medina Perlaza, Iñaki Esnaola, Jean-Marie Gorce
2016	—	`conf`	When Does Channel-Output Feedback Enlarge the Capacity Region of the Two-User Linear Deterministic Interference Channel? CrownCom Victor Quintero, Samir Medina Perlaza, Iñaki Esnaola, Jean-Marie Gorce
2009	—	`conf`	Distributed analog coding of correlated Gaussian sources. Allerton Iñaki Esnaola, Javier Garcia-Frías