引用次数
引用: 2,173
H-指数: 15
I10-指数 : 26
出版物: 96
An exact characterization of the generalization error of machine learning algorithms
Xinying Zou , Samir M Perlaza , Iñaki Esnaola , Eitan Altman
INRIA 65 -65
1
2024
The Worst-Case Data-Generating Probability Measure in Statistical Learning
Xinying Zou , Samir M Perlaza , Iñaki Esnaola , Eitan Altman
2024
Stealth attacks on the smart grid
Ke Sun , Iñaki Esnaola , Samir M Perlaza , H Vincent Poor
IEEE Transactions on Smart Grid 11 ( 2) 1276 -1285
29
2019
On the validation of Gibbs algorithms: Training datasets, test datasets and their aggregation
Samir M Perlaza , Iñaki Esnaola , Gaetan Bisson , H Vincent Poor
2023 IEEE International Symposium on Information Theory (ISIT) 328 -333
14
2023
Sensitivity of the Gibbs algorithm to data aggregation in supervised machine learning
Samir M Perlaza , Iñaki Esnaola , H Vincent Poor
Inria 22 -22
11
2022
Analysis of the relative entropy asymmetry in the regularization of empirical risk minimization
Francisco Daunas , Iñaki Esnaola , Samir M Perlaza , H Vincent Poor
2023 IEEE International Symposium on Information Theory (ISIT) 340 -345
10
2023
Decentralized maximum distortion MMSE attacks in electricity grids
Iñaki Esnaola , Samir M Perlaza , H Vincent Poor , Oliver Kosut
Inria-Research Centre Grenoble–Rhône-Alpes 26 -26
4
2015
Asymptotic learning requirements for stealth attacks on linearized state estimation
Ke Sun , Iñaki Esnaola , Antonia M Tulino , H Vincent Poor
IEEE Transactions on Smart Grid
2
2023
Single snapshot system for compressive covariance matrix estimation for hyperspectral imaging via lenslet array
Geison Blanco , Juan Perez , Jonathan Monsalve , Miguel Marquez
2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) 1 -5
2
2021
Cocosvi: Single Snapshot Compressive Spectral Video Via Covariance Matrix Estimation
Jonathan Monsalve , Miguel Marquez , Karen Sanchez , Carlos Hinojosa
2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) 1 -6
2022
When does channel-output feedback enlarge the capacity region of the two-user linear deterministic interference channel?
Victor Quintero , Samir M Perlaza , Iñaki Esnaola , Jean-Marie Gorce
Cognitive Radio Oriented Wireless Networks: 11th International Conference, CROWNCOM 2016, Grenoble, France, May 30-June 1, 2016, Proceedings 471 -483
5
2016
Approximate capacity of the two-user Gaussian interference channel with noisy channel-output feedback
Victor Quintero , Samir M Perlaza , Iñaki Esnaola , Jean-Marie Gorce
arXiv preprint arXiv:1608.08907
2
2016
Does the Channel-Output Feedback improve the performance of the Two-User Linear Deterministic Interference Channel?
Victor Quintero , Samir M Perlaza , Jean-Marie Gorce , Iñaki Esnaola
Empirical risk minimization with relative entropy regularization: Optimality and sensitivity analysis
Samir M Perlaza , Gaetan Bisson , Iñaki Esnaola , Alain Jean-Marie
2022 IEEE International Symposium on Information Theory (ISIT) 684 -689
13
2022
Empirical risk minimization with relative entropy regularization
Samir M Perlaza , Gaetan Bisson , Iñaki Esnaola , Alain Jean-Marie
IEEE Transactions on Information Theory
8
2024
Empirical risk minimization with generalized relative entropy regularization
Samir M Perlaza , Gaetan Bisson , Iñaki Esnaola , Alain Jean-Marie
Inria
8
2022
Stability of Nonlinear Model Predictive Control Under Consecutive Packet Losses
Paulo Loma-Marconi , Paul Trodden , Iñaki Esnaola
2024 UKACC 14th International Conference on Control (CONTROL) 295 -300
2024
Stability and the Separation Principle in Output-Feedback Stochastic MPC with Random Packet Losses
Paul Trodden , Paulo Loma-Marconi , Iñaki Esnaola
IFAC-PapersOnLine 56 ( 2) 3818 -3823
2023
Model-Based Optimal Adaptive Monitoring of Oil Spills
Zak Hodgson , Iñaki Esnaola , Bryn Jones
IEEE Transactions on Control Systems Technology 30 ( 5) 2115 -2130
1
2022
Empirical risk minimization with f-divergence regularization in statistical learning
Jose Francisco Daunas Torres , Iñaki Esnaola , Samir M Perlaza , H Vincent Poor
Inria
6
2023