Leonardo Rey Vega

Andrea M. Tonello

IEEE Open J. Commun. Soc., 2024

2023

The role of mutual information in variational classifiers.

[BibT_eX]

[DOI]

Mach. Learn., September, 2023

An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Andrea M. Tonello

IEEE Trans. Signal Inf. Process. over Networks, 2023

Cross-domain Sentiment Classification in Spanish.

[BibT_eX]

[DOI]

Lautaro Estienne

CoRR, 2023

A Resource-Efficient Asymptotically Equivalent GLRT Test for Radio Source Distributed Detection.

[BibT_eX]

[DOI]

Andrea M. Tonello

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

2022

Information flow in Deep Restricted Boltzmann Machines: An analysis of mutual information between inputs and outputs.

[BibT_eX]

[DOI]

Neurocomputing, 2022

2021

PACMAN: PAC-style bounds accounting for the Mismatch between Accuracy and Negative log-loss.

[BibT_eX]

[DOI]

CoRR, 2021

Information and Regularization in Restricted Boltzmann Machines.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

On The Effect of Spatial Correlation on Distributed Energy Detection of a Stochastic Process.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

On Distributed Composite Tests with Dependent Observations in WSN.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

A Self-Adaptive Contractive Algorithm for Enhanced Dynamic Phasor Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Extreme Coverage in 5G Narrowband IoT: A LUT-Based Strategy to Optimize Shared Channels.

[BibT_eX]

[DOI]

Emmanuel Luján

Juan A. Zuloaga Mellino

IEEE Internet Things J., 2020

2019

Collaborative Information Bottleneck.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Understanding the Behaviour of the Empirical Cross-Entropy Beyond the Training Distribution.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Compression-Based Regularization With an Application to Multitask Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

The Role of Information Complexity and Randomization in Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2018

The Role of the Information Bottleneck in Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

A Learning Algorithm with Compression-Based Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

On steady-state model uncertainty in phasor estimation: A robust statistical approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

2017

The Three-Terminal Interactive Lossy Source Coding Problem.

[BibT_eX]

[DOI]

Alfred O. Hero III

IEEE Trans. Inf. Theory, 2017

Optimal Differentiator Filter Banks for PMUs and Their Feasibility Limits.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2017

A Novel Modular Positive-Sequence Synchrophasor Estimation Algorithm for PMUs.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2017

A Closed-Form Approximation for the CDF of the Sum of Independent Random Variables.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

Compression-Based Regularization with an Application to Multi-Task Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Distributed cooperative information bottleneck.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

A Locally Optimal Soft Linear-Quadratic Scheme for CR Systems in Shadowing Environments.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2016

Collaborative Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2016

2015

On Fundamental Trade-offs of Device-to-Device Communications in Large Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2015

Optimal Resource Allocation for Detection of a Gaussian Process Using a MAC in WSNs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Cooperative spectrum sensing schemes with partial statistics knowledge.

[BibT_eX]

[DOI]

CoRR, 2015

Exploiting Spatial Correlation in Energy Constrained Distributed Detection.

[BibT_eX]

[DOI]

CoRR, 2015

The two-way cooperative Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

On the rate-distortion regions for interactive source coding.

[BibT_eX]

[DOI]

Alfred O. Hero III

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

A Primer on Energy-Efficient Synchronization of WSN Nodes over Correlated Rayleigh Fading Channels.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2014

Analysis of a Cooperative Strategy for a Large Decentralized Wireless Network.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2014

On the Outage Probability of the Full-Duplex Interference-Limited Relay Channel.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

Distributed Detection of a Random Process over a Multiple Access Channel under Energy and Bandwidth Constraints.

[BibT_eX]

[DOI]

CoRR, 2014

A novel control strategy for fail-safe cyclic data exchange in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 15th Latin American Test Workshop, 2014

A stochastic geometry approach to distributed caching in large wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

A proof of the Generalized Markov Lemma with countable infinite sources.

[BibT_eX]

[DOI]

Alfred O. Hero III

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Distributed detection of correlated random processes under energy and bandwidth constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

2013

A Rapid Introduction to Adaptive Filtering

[BibT_eX]

[DOI]

Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-3-642-30299-2, 2013

Cooperative unicasting in large wireless networks.

[BibT_eX]

[DOI]

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

Error exponents for bias detection of a correlated process over a MAC fading channel.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

The Overall Balance Between Cooperation and Interference for a Class of Wireless Networks

[BibT_eX]

[DOI]

CoRR, 2012

On the balance between cooperation and interference in dense wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

Cooperation versus interference in large wireless relay networks.

[BibT_eX]

[DOI]

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

2011

Stability analysis of adaptive filters with regression vector nonlinearities.

[BibT_eX]

[DOI]

Jacob Benesty

Signal Process., 2011

Cooperative strategies for interference-limited wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

Author's reply to "comments on 'variable explicit regularization in affine projection algorithm: robustness issues and optimal choice' ".

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

A robust variable step-size affine projection algorithm.

[BibT_eX]

[DOI]

Jacob Benesty

Signal Process., 2010

2009

A Fast Robust Recursive Least-Squares Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

A Family of Robust Algorithms Exploiting Sparsity in Adaptive Filters.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2009

Capacity-approaching block-based transceivers with reduced redundancy.

[BibT_eX]

[DOI]

Digit. Signal Process., 2009

2008

A New Robust Variable Step-Size NLMS Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

2007

Variable Explicit Regularization in Affine Projection Algorithm: Robustness Issues and Optimal Choice.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

A Robust Adaptive Filtering Algorithm Against Impulsive Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

A stochastic model for a new robust NLMS algorithm.

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

2006

A Nonparametric VSS NLMS Algorithm.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2006

Optimum Variable Explicit Regularized Affine Projection Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Set Theoretic Adaptive filtering: Using periodogram and projections onto convex sets.

[BibT_eX]

[DOI]

Sara Tressens

Proceedings of the 13th European Signal Processing Conference, 2005

2004

Analysis of explicit regularization in affine projection algorithms: Robustness and optimal choice.

[BibT_eX]

[DOI]

Hernan G. Rey