Consensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (ICASSP, 2008)

Convergence analysis of consensus-based distributed clustering. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (ICASSP, 2010)

Consensus-based distributed linear support vector machines. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (IPSN, 2010)

Consensus-Based Distributed Support Vector Machines. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (J. Mach. Learn. Res., 2010)

Robust multi-dimensional scaling via outlier-sparsity control. - Pedro A. Forero; Georgios B. Giannakis (ACSCC, 2011)

Joint link learning and cognitive radio sensing. - Seung-Jun Kim 002; Nitin Jain; Georgios B. Giannakis; Pedro A. Forero (ACSCC, 2011)

Outlier-aware robust clustering. - Pedro A. Forero; Vassilis Kekatos; Georgios B. Giannakis (ICASSP, 2011)

Distributed Clustering Using Wireless Sensor Networks. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2011)

Semi-supervised dictionary learning for network-wide link load prediction. - Pedro A. Forero; Ketan Rajawat; Georgios B. Giannakis (CIP, 2012)

Sparsity-Exploiting Robust Multidimensional Scaling. - Pedro A. Forero; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Robust Clustering Using Outlier-Sparsity Regularization. - Pedro A. Forero; Vassilis Kekatos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Sparsity-Cognizant Source Location Mapping for Underwater Acoustics. - Pedro A. Forero; Paul A. Baxley (MILCOM, 2013)

Broadband underwater source localization via multitask learning. - Pedro A. Forero (CISS, 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 (WUWNet, 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)

Structured outlier models for robust dictionary learning. - Pedro A. Forero; Scott Shafer; Josh Harguess (CISS, 2015)

Passive tracking of underwater acoustic sources with sparse innovations. - Pedro A. Forero; Paul A. Baxley; Logan Straatemeier (FUSION, 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 (WUWNet, 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)

Sparsity-Driven Laplacian-Regularized Outlier Identification for Dictionary Learning. - Pedro A. Forero; Scott Shafer; Josh Harguess (IEEE Trans. Signal Process., 2017)

Co-clustering of High-order Data via Regularized Tucker Decompositions. - Pedro A. Forero; Paul A. Baxley; Matthew Capella (ICASSP, 2019)

Tucker-Regularized Tensor Bregman Co-clustering. - Pedro A. Forero; Paul A. Baxley (EUSIPCO, 2020)

Toward Congestion Control in Lossy Networks via Local Queue-Management Policies. - Pedro A. Forero; Peng Zhang; Dusan Radosevic (MILCOM, 2022)

Evaluation of Reinforcement-Learning Queue Management Algorithm for Undersea Acoustic Networks Using ns-3. - Peng Zhang; Pedro A. Forero; Daniel Yap; Dusan Radosevic (WNS3, 2022)