Inaki Esnaola

CoRR, 2024

Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization.

[BibT_eX]

[DOI]

CoRR, 2024

Submodularity of Mutual Information for Multivariate Gaussian Sources with Additive Noise.

[BibT_eX]

[DOI]

George Crowley

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Equivalence of Empirical Risk Minimization to Regularization on the Family of $f- \text{Divergences}$.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Stealth Data Injection Attacks With Sparsity Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, July, 2023

Asymptotic Learning Requirements for Stealth Attacks on Linearized State Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, July, 2023

On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Covariance Estimation From Compressive Data Partitions Using a Projected Gradient-Based Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Model-Based Optimal Adaptive Monitoring of Oil Spills.

[BibT_eX]

[DOI]

Zak Hodgson

IEEE Trans. Control. Syst. Technol., 2022

Empirical Risk Minimization with Generalized Relative Entropy Regularization.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Cocosvi: Single Snapshot Compressive Spectral Video Via Covariance Matrix Estimation.

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Asymptotic Learning Requirements for Stealth Attacks.

[BibT_eX]

[DOI]

CoRR, 2021

Data-Injection Attacks.

[BibT_eX]

[DOI]

Samir M. Perlaza

Ke Sun

CoRR, 2021

Compressive Covariance Matrix Estimation from a Dual-Dispersive Coded Aperture Spectral Imager.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Stealth Attacks on the Smart Grid.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

SwarmCom: an infra-red-based mobile ad-hoc network for severely constrained robots.

[BibT_eX]

[DOI]

Stefan M. Trenkwalder

Yuri Kaszubowski Lopes

Andreas Kolling

Roderich Groß

Auton. Robots, 2020

Information Theoretic Data Injection Attacks with Sparsity Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

Robust Recovery of Missing Data in Electricity Distribution Systems.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2019

Optimal Model-Based Sensor Placement & Adaptive Monitoring Of An Oil Spill.

[BibT_eX]

[DOI]

Zak Hodgson

CoRR, 2019

Denial of Service Attacks on Control Systems with Packet Loss.

[BibT_eX]

[DOI]

William Casbolt

CoRR, 2019

Optimal Control over Multiple Input Lossy Channels.

[BibT_eX]

[DOI]

William Casbolt

CoRR, 2019

A combined ocean and oil model for model-based adaptive monitoring.

[BibT_eX]

[DOI]

CoRR, 2019

Universal Mutual Information Privacy Guarantees for Smart Meters.

[BibT_eX]

[DOI]

Miguel Arrieta

Michelle Effros

CoRR, 2019

Universal Privacy Guarantees for Smart Meters.

[BibT_eX]

[DOI]

Miguel Arrieta

Michelle Effros

Proceedings of the IEEE International Symposium on Information Theory, 2019

Learning Requirements for Stealth Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Recovery of Missing Data in Correlated Smart Grid Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE Data Science Workshop, 2019

2018

Approximate Capacity Region of the Two-User Gaussian Interference Channel With Noisy Channel-Output Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

When Does Output Feedback Enlarge the Capacity of the Interference Channel?

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2018

2017

Information-theoretic attacks in the smart grid.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Smart meter privacy via the trapdoor channel.

[BibT_eX]

[DOI]

Miguel Arrieta

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

2016

Maximum Distortion Attacks in Electricity Grids.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2016

Machine Learning Methods for Attack Detection in the Smart Grid.

[BibT_eX]

[DOI]

Fatos Tünay Yarman Vural

IEEE Trans. Neural Networks Learn. Syst., 2016

Approximate Capacity of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback.

[BibT_eX]

[DOI]

CoRR, 2016

Approximated Capacity of the Two-User Gaussian Interference Channel with Noisy Channel-Output Feedback.

[BibT_eX]

[DOI]

CoRR, 2016

Compressed Sensing Algorithms for OFDM Channel Estimation.

[BibT_eX]

[DOI]

CoRR, 2016

Decentralized MMSE attacks in electricity grids.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Recovering missing data via matrix completion in electricity distribution systems.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Approximate capacity of the Gaussian interference channel with noisy channel-output feedback.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

When Does Channel-Output Feedback Enlarge the Capacity Region of the Two-User Linear Deterministic Interference Channel?

[BibT_eX]

[DOI]

Proceedings of the Cognitive Radio Oriented Wireless Networks, 2016

2015

A Kriging algorithm for location fingerprinting based on received signal strength.

[BibT_eX]

[DOI]

Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2015

A shrinkage-based particle filter for tracking with correlated measurements.

[BibT_eX]

[DOI]

Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2015

2014

Power Allocation Strategies in Energy Harvesting Wireless Cooperative Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Equilibria in data injection attacks.

[BibT_eX]

[DOI]

Samir Medina Perlaza

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

Achievable Rate Region for Gaussian MIMO MAC With Partial CSI.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Linear Analog Coding of Correlated Multivariate Gaussian Sources.

[BibT_eX]

[DOI]

Antonia M. Tulino

IEEE Trans. Commun., 2013

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

[BibT_eX]

[DOI]

Fatos T. Yarman-Vural

IEEE J. Sel. Areas Commun., 2013

A statistical physics approach to the wiretap channel.

[BibT_eX]

[DOI]

Antonia M. Tulino

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012

Smarter security in the smart grid.

[BibT_eX]

[DOI]

Fatos T. Yarman-Vural

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Distributed models for sparse attack construction and state vector estimation in the smart grid.

[BibT_eX]

[DOI]

Fatos T. Yarman-Vural

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Mismatched MMSE estimation of multivariate Gaussian sources.

[BibT_eX]

[DOI]

Antonia M. Tulino

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Channel estimation impact over MIMO-MAC achievable rates.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

2010

Joint Source-Channel Coding of Sources with Memory using Turbo Codes and the Burrows-Wheeler Transform.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2010

Orthogonal Matching Pursuit based recovery for correlated sources with partially disjoint supports.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

2009

Distributed analog linear coding of correlated Gaussian sources over multiple access channels.

[BibT_eX]

[DOI]

Proceedings of the 2009 6th International Symposium on Wireless Communication Systems, 2009

Analysis and optimization of distributed linear coding of Gaussian sources.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

Distributed analog coding of correlated Gaussian sources.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

Distributed compression of correlated real sequences using random projections.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Information Theory Workshop, 2008

MMSE Estimation of Distributely Coded Correlated Gaussian Sources Using Random Projections.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Distributed Compression of Correlated Signals Using Random Projections.

[BibT_eX]

[DOI]

Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

2007

Exploiting Prior Knowledge in The Recovery of Signals from Noisy Random Projections.

[BibT_eX]

[DOI]

Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007

Exploiting Prior Knowledge in the Recovery of Non-Sparse Signals from Noisy Random Projections.

[BibT_eX]

[DOI]