Leonardo Rey Vega

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 30

Top Topics

Spatial Correlation

Sensor Networks

Information Bottleneck

Gaussian Process

Top Venues

IEEE Trans. Inf. Theory

Publications

Juan Augusto Maya, Leonardo Rey Vega, Andrea M. Tonello
An Exponentially-Tight Approximate Factorization of the Joint PDF of Statistical Dependent Measurements in Wireless Sensor Networks. IEEE Open J. Commun. Soc. 5 (2024)
Lautaro Estienne, Matías Vera, Leonardo Rey Vega
Cross-domain Sentiment Classification in Spanish. CoRR (2023)
Juan Augusto Maya, Leonardo Rey Vega, Andrea M. Tonello
An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
The role of mutual information in variational classifiers. Mach. Learn. 112 (9) (2023)
Juan Augusto Maya, Leonardo Rey Vega, Andrea M. Tonello
A Resource-Efficient Asymptotically Equivalent GLRT Test for Radio Source Distributed Detection. MeditCom (2023)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
Information flow in Deep Restricted Boltzmann Machines: An analysis of mutual information between inputs and outputs. Neurocomputing 507 (2022)
Georg Pichler, Marco Romanelli, Leonardo Rey Vega, Pablo Piantanida
Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning. CoRR (2022)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
Information and Regularization in Restricted Boltzmann Machines. ICASSP (2021)
Juan Augusto Maya, Leonardo Rey Vega
On The Effect of Spatial Correlation on Distributed Energy Detection of a Stochastic Process. ICASSP (2021)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
PACMAN: PAC-style bounds accounting for the Mismatch between Accuracy and Negative log-loss. CoRR (2021)
Juan Augusto Maya, Leonardo Rey Vega
On Distributed Composite Tests with Dependent Observations in WSN. ICASSP (2021)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
The Role of Mutual Information in Variational Classifiers. CoRR (2020)
Francisco Messina, Pablo Marchi, Leonardo Rey Vega, Cecilia G. Galarza
A Self-Adaptive Contractive Algorithm for Enhanced Dynamic Phasor Estimation. IEEE Trans. Smart Grid 11 (3) (2020)
Emmanuel Luján, Juan A. Zuloaga Mellino, Alejandro D. Otero, Leonardo Rey Vega, Cecilia G. Galarza, Esteban E. Mocskos
Extreme Coverage in 5G Narrowband IoT: A LUT-Based Strategy to Optimize Shared Channels. IEEE Internet Things J. 7 (3) (2020)
Emmanuel Luján, Juan A. Zuloaga Mellino, Alejandro D. Otero, Leonardo Rey Vega, Cecilia G. Galarza, Esteban E. Mocskos
Extreme coverage in 5G Narrowband IoT: a LUT-based strategy to optimize shared channels. CoRR (2019)
Matías Vera, Pablo Piantanida, Leonardo Rey Vega
Understanding the Behaviour of the Empirical Cross-Entropy Beyond the Training Distribution. CoRR (2019)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
Collaborative Information Bottleneck. IEEE Trans. Inf. Theory 65 (2) (2019)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
Compression-Based Regularization With an Application to Multitask Learning. IEEE J. Sel. Top. Signal Process. 12 (5) (2018)
Matías Vera, Pablo Piantanida, Leonardo Rey Vega
The Role of Information Complexity and Randomization in Representation Learning. CoRR (2018)
Matías Vera, Pablo Piantanida, Leonardo Rey Vega
The Role of the Information Bottleneck in Representation Learning. ISIT (2018)
Francisco Messina, Pablo Marchi, Leonardo Rey Vega, Cecilia G. Galarza
On steady-state model uncertainty in phasor estimation: A robust statistical approach. I2MTC (2018)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
A Learning Algorithm with Compression-Based Regularization. ICASSP (2018)
Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
A Closed-Form Approximation for the CDF of the Sum of Independent Random Variables. IEEE Signal Process. Lett. 24 (1) (2017)
Leonardo Rey Vega, Pablo Piantanida, Alfred O. Hero III
The Three-Terminal Interactive Lossy Source Coding Problem. IEEE Trans. Inf. Theory 63 (1) (2017)
Francisco Messina, Leonardo Rey Vega, Pablo Marchi, Cecilia G. Galarza
Optimal Differentiator Filter Banks for PMUs and Their Feasibility Limits. IEEE Trans. Instrum. Meas. 66 (11) (2017)
Francisco Messina, Pablo Marchi, Leonardo Rey Vega, Cecilia G. Galarza, Héctor Laiz
A Novel Modular Positive-Sequence Synchrophasor Estimation Algorithm for PMUs. IEEE Trans. Instrum. Meas. 66 (6) (2017)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
Distributed cooperative information bottleneck. ISIT (2017)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
Compression-Based Regularization with an Application to Multi-Task Learning. CoRR (2017)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
Collaborative Representation Learning. CoRR (2016)
Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
A Locally Optimal Soft Linear-Quadratic Scheme for CR Systems in Shadowing Environments. IEEE Wirel. Commun. Lett. 5 (3) (2016)
Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
Optimal Resource Allocation for Detection of a Gaussian Process Using a MAC in WSNs. IEEE Trans. Signal Process. 63 (8) (2015)
Leonardo Rey Vega, Pablo Piantanida, Alfred O. Hero III
On the rate-distortion regions for interactive source coding. ISIT (2015)
Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
Cooperative spectrum sensing schemes with partial statistics knowledge. CoRR (2015)
Leonardo Rey Vega, Pablo Piantanida, Alfred O. Hero III
The Three-Terminal Interactive Lossy Source Coding Problem. CoRR (2015)
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
The two-way cooperative Information Bottleneck. ISIT (2015)
Juan Augusto Maya, Cecilia G. Galarza, Leonardo Rey Vega
Exploiting Spatial Correlation in Energy Constrained Distributed Detection. CoRR (2015)
Andrés Altieri, Pablo Piantanida, Leonardo Rey Vega, Cecilia G. Galarza
On Fundamental Trade-offs of Device-to-Device Communications in Large Wireless Networks. IEEE Trans. Wirel. Commun. 14 (9) (2015)
Pablo Briff, Ariel Lutenberg, Leonardo Rey Vega, Fabian Vargas, Mohammad Patwary
A Primer on Energy-Efficient Synchronization of WSN Nodes over Correlated Rayleigh Fading Channels. IEEE Wirel. Commun. Lett. 3 (1) (2014)
Leonardo Rey Vega, Pablo Piantanida, Alfred O. Hero III
On the three-terminal interactive lossy source coding problem. ISIT (2014)
Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
Distributed Detection of a Random Process over a Multiple Access Channel under Energy and Bandwidth Constraints. CoRR (2014)
Andrés Altieri, Leonardo Rey Vega, Pablo Piantanida, Cecilia G. Galarza
Analysis of a Cooperative Strategy for a Large Decentralized Wireless Network. IEEE/ACM Trans. Netw. 22 (4) (2014)
Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza, Andrés Altieri
Distributed detection of correlated random processes under energy and bandwidth constraints. SAM (2014)
Andrés Altieri, Pablo Piantanida, Leonardo Rey Vega, Cecilia G. Galarza
On Fundamental Trade-offs of Device-to-Device Communications in Large Wireless Networks. CoRR (2014)
Andrés Altieri, Leonardo Rey Vega, Pablo Piantanida, Cecilia G. Galarza
On the Outage Probability of the Full-Duplex Interference-Limited Relay Channel. CoRR (2014)
Andrés Altieri, Leonardo Rey Vega, Pablo Piantanida, Cecilia G. Galarza
On the Outage Probability of the Full-Duplex Interference-Limited Relay Channel. IEEE J. Sel. Areas Commun. 32 (9) (2014)
Pablo Piantanida, Leonardo Rey Vega, Alfred O. Hero III
A proof of the Generalized Markov Lemma with countable infinite sources. ISIT (2014)
Pablo Briff, Ariel Lutenberg, Leonardo Rey Vega, Fabian Vargas, Mohammad Patwary
A novel control strategy for fail-safe cyclic data exchange in wireless sensor networks. LATW (2014)
Andrés Altieri, Pablo Piantanida, Leonardo Rey Vega, Cecilia G. Galarza
A stochastic geometry approach to distributed caching in large wireless networks. ISWCS (2014)
Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
Error exponents for bias detection of a correlated process over a MAC fading channel. CAMSAP (2013)
Andrés Altieri, Leonardo Rey Vega, Cecilia G. Galarza, Pablo Piantanida
Cooperative unicasting in large wireless networks. ISIT (2013)
Andrés Altieri, Leonardo Rey Vega, Pablo Piantanida, Cecilia G. Galarza
The Overall Balance Between Cooperation and Interference for a Class of Wireless Networks CoRR (2012)
Andrés Altieri, Leonardo Rey Vega, Cecilia G. Galarza, Pablo Piantanida
Cooperation versus interference in large wireless relay networks. ISIT (2012)
Andrés Altieri, Leonardo Rey Vega, Cecilia G. Galarza, Pablo Piantanida
On the balance between cooperation and interference in dense wireless networks. ISWCS (2012)
Andrés Altieri, Leonardo Rey Vega, Cecilia G. Galarza, Pablo Piantanida
Cooperative strategies for interference-limited wireless networks. ISIT (2011)
Leonardo Rey Vega, Hernan Rey, Jacob Benesty
Stability analysis of adaptive filters with regression vector nonlinearities. Signal Process. 91 (8) (2011)
Andrés Altieri, Leonardo Rey Vega, Cecilia G. Galarza, Pablo Piantanida
Cooperative Strategies for Interference-Limited Wireless Networks CoRR (2011)
Leonardo Rey Vega, Hernan Rey, Jacob Benesty
A robust variable step-size affine projection algorithm. Signal Process. 90 (9) (2010)
Hernan Rey, Leonardo Rey Vega, Jacob Benesty, Sara Tressens
Author's reply to "comments on 'variable explicit regularization in affine projection algorithm: robustness issues and optimal choice' ". IEEE Trans. Signal Process. 58 (7) (2010)
Leonardo Rey Vega, Cecilia G. Galarza
Capacity-approaching block-based transceivers with reduced redundancy. Digit. Signal Process. 19 (2) (2009)
Leonardo Rey Vega, Hernan Rey, Jacob Benesty, Sara Tressens
A Fast Robust Recursive Least-Squares Algorithm. IEEE Trans. Signal Process. 57 (3) (2009)
Leonardo Rey Vega, Hernan Rey, Jacob Benesty, Sara Tressens
A Family of Robust Algorithms Exploiting Sparsity in Adaptive Filters. IEEE Trans. Speech Audio Process. 17 (4) (2009)
Leonardo Rey Vega, Hernan Rey, Jacob Benesty, Sara Tressens
A New Robust Variable Step-Size NLMS Algorithm. IEEE Trans. Signal Process. 56 (5) (2008)
Leonardo Rey Vega, Hernan Rey, Jacob Benesty, Sara Tressens
A Robust Adaptive Filtering Algorithm Against Impulsive Noise. ICASSP (3) (2007)
Hernan Rey, Leonardo Rey Vega, Sara Tressens, Jacob Benesty
Variable Explicit Regularization in Affine Projection Algorithm: Robustness Issues and Optimal Choice. IEEE Trans. Signal Process. 55 (5-2) (2007)
Leonardo Rey Vega, Hernan Rey, Jacob Benesty, Sara Tressens
A stochastic model for a new robust NLMS algorithm. EUSIPCO (2007)
Jacob Benesty, Hernan Rey, Leonardo Rey Vega, Sara Tressens
A Nonparametric VSS NLMS Algorithm. IEEE Signal Process. Lett. 13 (10) (2006)
Hernan Rey, Leonardo Rey Vega, Sara Tressens, Jacob Benesty
Optimum Variable Explicit Regularized Affine Projection Algorithm. ICASSP (3) (2006)
Leonardo Rey Vega, Sara Tressens, Hernan Rey
Set Theoretic Adaptive filtering: Using periodogram and projections onto convex sets. EUSIPCO (2005)
Hernan G. Rey, Leonardo Rey Vega, Sara Tressens, Bruno Cernuschi-Frías
Analysis of explicit regularization in affine projection algorithms: Robustness and optimal choice. EUSIPCO (2004)