Pedro A. Forero

According to our database, Pedro A. Forero authored at least 24 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Evaluation of Reinforcement-Learning Queue Management Algorithm for Undersea Acoustic Networks Using ns-3.

Peng Zhang, Pedro A. Forero, Daniel Yap, Dusan Radosevic

Proceedings of the WNS3 2022: 2022 Workshop on ns-3, Virtual Event, USA, June 22, 2022

Toward Congestion Control in Lossy Networks via Local Queue-Management Policies.

Pedro A. Forero, Peng Zhang, Dusan Radosevic

Proceedings of the IEEE Military Communications Conference, 2022

2020

Tucker-Regularized Tensor Bregman Co-clustering.

Pedro A. Forero, Paul A. Baxley

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Co-clustering of High-order Data via Regularized Tucker Decompositions.

Pedro A. Forero, Paul A. Baxley, Matthew Capella

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

Sparsity-Driven Laplacian-Regularized Outlier Identification for Dictionary Learning.

Pedro A. Forero, Scott Shafer, Josh Harguess

IEEE Trans. Signal Process., 2017

2015

A Multitask Learning Framework for Broadband Source-Location Mapping Using Passive Sonar.

Pedro A. Forero, Paul A. Baxley, Logan Straatemeier

IEEE Trans. Signal Process., 2015

Simulation of a Multimodal Wireless Remote Control System for Underwater Vehicles.

Filippo Campagnaro, Federico Guerra, Federico Favaro, Violeta Sanjuan Calzado, Pedro A. Forero, Michele Zorzi, Paolo Casari

Proceedings of the 10th International Conference on Underwater Networks & Systems, 2015

Passive tracking of underwater acoustic sources with sparse innovations.

Pedro A. Forero, Paul A. Baxley, Logan Straatemeier

Proceedings of the 18th International Conference on Information Fusion, 2015

Structured outlier models for robust dictionary learning.

Pedro A. Forero, Scott Shafer, Josh Harguess

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

2014

Prediction of Partially Observed Dynamical Processes Over Networks via Dictionary Learning.

Pedro A. Forero, Ketan Rajawat, Georgios B. Giannakis

IEEE Trans. Signal Process., 2014

Rollout Algorithms for Data Storage- and Energy-Aware Data Retrieval Using Autonomous Underwater Vehicles.

Pedro A. Forero, Stephan K. Lapic, Cherry Wakayama, Michele Zorzi

Proceedings of the International Conference on Underwater Networks & Systems, Rome, Italy, November 12, 2014

Broadband underwater source localization via multitask learning.

Pedro A. Forero

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

2013

Sparsity-Cognizant Source Location Mapping for Underwater Acoustics.

Pedro A. Forero, Paul A. Baxley

Proceedings of the 32th IEEE Military Communications Conference, 2013

2012

Robust Clustering Using Outlier-Sparsity Regularization.

Pedro A. Forero, Vassilis Kekatos, Georgios B. Giannakis

IEEE Trans. Signal Process., 2012

Sparsity-Exploiting Robust Multidimensional Scaling.

Pedro A. Forero, Georgios B. Giannakis

IEEE Trans. Signal Process., 2012

Semi-supervised dictionary learning for network-wide link load prediction.

Pedro A. Forero, Ketan Rajawat, Georgios B. Giannakis

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2011

Distributed Clustering Using Wireless Sensor Networks.

Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis

IEEE J. Sel. Top. Signal Process., 2011

Outlier-aware robust clustering.

Pedro A. Forero, Vassilis Kekatos, Georgios B. Giannakis

Proceedings of the IEEE International Conference on Acoustics, 2011

Joint link learning and cognitive radio sensing.

Seung-Jun Kim, Nitin Jain, Georgios B. Giannakis, Pedro A. Forero

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Robust multi-dimensional scaling via outlier-sparsity control.

Pedro A. Forero, Georgios B. Giannakis

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Consensus-Based Distributed Support Vector Machines.

Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis

J. Mach. Learn. Res., 2010

Consensus-based distributed linear support vector machines.

Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis

Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010

Convergence analysis of consensus-based distributed clustering.

Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis

Proceedings of the IEEE International Conference on Acoustics, 2010

2008

Consensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks.

Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis

Proceedings of the IEEE International Conference on Acoustics, 2008