Empirical risk minimization with relative entropy regularization type-II

Francisco Daunas , Iñaki Esnaola , Samir M Perlaza , H Vincent Poor
INRIA, Centre Inria d'Université Côte d'Azur, Sophia Antipolis

5
2023
Stealth data injection attacks with sparsity constraints

Xiuzhen Ye , Iñaki Esnaola , Samir M Perlaza , Robert F Harrison
IEEE Transactions on Smart Grid 14 ( 4) 3201 -3209

4
2023
An information theoretic vulnerability metric for data integrity attacks on smart grids

Xiuzhen Ye , Iñaki Esnaola , Samir M Perlaza , Robert F Harrison
arXiv preprint arXiv:2211.02538

1
2022
An information theoretic metric for measurement vulnerability to data integrity attacks on smart grids

Xiuzhen Ye , Iñaki Esnaola , Samir M Perlaza , Robert F Harrison
IET Smart Grid

2024
Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences

Francisco Daunas , Iñaki Esnaola , Samir M Perlaza , H Vincent Poor
arXiv preprint arXiv:2402.00501

2024
Power Injection Measurements are more Vulnerable to Data Integrity Attacks than Power Flow Measurements

Xiuzhen Ye , Iñaki Esnaola , Samir M Perlaza , Robert F Harrison
arXiv preprint arXiv:2207.06973

2022
On measures of dependence between solar wind parameters and fluxes of relativistic electrons at GEO

Iñaki Esnaola , Simon Walker
44th COSPAR Scientific Assembly. Held 16-24 July 44 1579 -1579

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
Cognitive Radio Oriented Wireless Networks: 11th International Conference, CROWNCOM 2016, Grenoble, France, May 30-June 1, 2016, Proceedings 172 471 -471

2016
Sparse Attack Construction and State Estimation in the Smart Grid: Centralized and Distributed Models

I. Esnaola , S. R. Kulkarni , F. T. Y. Vural , H. V. Poor
IEEE Journal on Selected Areas in Communications 31 ( 7) 1306 -1318

106
2013
Information theoretic evaluation of sensing and compression of space plasma data

I. Esnaola , C. Genes , K. Yearby , S. N. Walker
AGUFM 2019

2019
Linear Analog Coding of Correlated Multivariate Gaussian Sources

I. Esnaola , A. M. Tulino , J. Garcia-Frias
IEEE Transactions on Communications 61 ( 8) 3438 -3447

6
2013
SPADEDH: a sparsity-based denoising method of digital holograms without knowing the noise statistics

P. Memmolo , I. Esnaola , A. Finizio , M. Paturzo
Optics Express 20 ( 15) 17250 -17257

48
2012
Distributed Compression of Correlated Signals Using Random Projections

I Esnaola , Javier Garcia-Frias
data compression conference 322 -331

7
2008
SHANNON THEORY

Y Wu , S Verdú , K Venkat , T Weissman

Calls for Papers

M Ozay , I Esnaola , FTY Vural , S Kulkarni
Energy 1356

2013
A new algorithm for digital holograms denoising based on compressed sensing

P Memmolo , I Esnaola , A Finizio , M Paturzo
Optical Modelling and Design II 8429 443 -449

2012