| 2021 | ICCV | Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements. | Aviad Levis, Daeyoung Lee, Joel A. Tropp, Charles F. Gammie, Katherine L. Bouman |
| 2017 | AISTATS | Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage. | Alp Yurtsever, Madeleine Udell, Joel A. Tropp, Volkan Cevher |
| 2010 | CISS | The sparsity gap: Uncertainty principles proportional to dimension. | Joel A. Tropp |
| 2009 | SODA | Column subset selection, matrix factorization, and eigenvalue optimization. | Joel A. Tropp |
| 2008 | ACSSC | Greedy signal recovery review. | Deanna Needell, Joel A. Tropp, Roman Vershynin |
| 2007 | STOC | One sketch for all: fast algorithms for compressed sensing. | Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Roman Vershynin |
| 2006 | CISS | Random Filters for Compressive Sampling. | Joel A. Tropp |
| 2006 | ICASSP | Sparse Approximation Via Iterative Thresholding. | Kyle Herrity, Anna C. Gilbert, Joel A. Tropp |
| 2006 | ICASSP | Row-Action Methods for Compressed Sensing. | Suvrit Sra, Joel A. Tropp |
| 2006 | ICASSP | Random Filters for Compressive Sampling and Reconstruction. | Joel A. Tropp, Michael B. Wakin, Marco F. Duarte, Dror Baron, Richard G. Baraniuk |
| 2005 | ICASSP | Simultaneous sparse approximation via greedy pursuit. | Joel A. Tropp, Anna C. Gilbert, Martin J. Strauss |
| 2005 | ISIT | Applications of sparse approximation in communications. | Anna C. Gilbert, Joel A. Tropp |
| 2003 | ICIP | Improved sparse approximation over quasiincoherent dictionaries. | Joel A. Tropp, Anna C. Gilbert, S. Muthukrishnan, Martin Strauss |