| 2019 | ICASSP | Co-clustering of High-order Data via Regularized Tucker Decompositions. | Pedro A. Forero, Paul A. Baxley, Matthew Capella |
| 2015 | CISS | Structured outlier models for robust dictionary learning. | Pedro A. Forero, Scott Shafer, Josh Harguess |
| 2015 | FUSION | Passive tracking of underwater acoustic sources with sparse innovations. | Pedro A. Forero, Paul A. Baxley, Logan Straatemeier |
| 2014 | CISS | Broadband underwater source localization via multitask learning. | Pedro A. Forero |
| 2011 | ACSSC | Robust multi-dimensional scaling via outlier-sparsity control. | Pedro A. Forero, Georgios B. Giannakis |
| 2011 | ACSSC | Joint link learning and cognitive radio sensing. | Seung-Jun Kim, Nitin Jain, Georgios B. Giannakis, Pedro A. Forero |
| 2011 | ICASSP | Outlier-aware robust clustering. | Pedro A. Forero, Vassilis Kekatos, Georgios B. Giannakis |
| 2010 | ICASSP | Convergence analysis of consensus-based distributed clustering. | Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis |
| 2008 | ICASSP | Consensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks. | Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis |