| 2024 | BSN | StressFADS: Learning Latent Autonomic Factors of Stress in the Context of Trauma Recall and Neuromodulation. | Asim Hossain Gazi, Michael Chan, Hao-Lun Hsu, J. Douglas Bremner, Christopher J. Rozell, Omer T. Inan |
| 2023 | BSN | Physiological Markers Reveal Confounding Effects of Apprehension and Habituation During Stress Protocol. | Asim Hossain Gazi, Jesus Antonio Sanchez-Perez, Michael Chan, Mohammad Nikbakht, David Jimmy Lin, Shlok Natarajan, J. Douglas Bremner, Jin-Oh Hahn, Omer T. Inan, Christopher J. Rozell |
| 2022 | ICML | Variational Sparse Coding with Learned Thresholding. | Kion Fallah, Christopher J. Rozell |
| 2020 | ICASSP | The Picasso Algorithm for Bayesian Localization Via Paired Comparisons in a Union of Subspaces Model. | Gregory Canal, Marissa Connor, Jihui Jin, Namrata Nadagouda, Matthew R. O'Shaughnessy, Christopher J. Rozell, Mark A. Davenport |
| 2020 | ITA | Active Embedding Search via Noisy Paired Comparisons. | Gregory H. Canal, Andrew K. Massimino, Mark A. Davenport, Christopher J. Rozell |
| 2019 | ICML | Active Embedding Search via Noisy Paired Comparisons. | Gregory Canal, Andrew K. Massimino, Mark A. Davenport, Christopher J. Rozell |
| 2018 | ICASSP | Sparse Dynamic Filtering via Earth Mover's Distance Regularization. | Nicholas P. Bertrand, John Lee, Adam S. Charles, Pavel Dunn, Christopher J. Rozell |
| 2017 | ICASSP | Precision cell boundary tracking on DIC microscopy video for patch clamping. | John Lee, Christopher J. Rozell |
| 2017 | ICMLA | Rank Learning by Ordinal Gerrymandering. | Stefano Fenu, Christopher J. Rozell |
| 2014 | ICASSP | Iterative soft-thresholding for time-varying signal recovery. | Aurele Balavoine, Christopher J. Rozell, Justin K. Romberg |
| 2013 | ICASSP | Dynamic filtering of sparse signals using reweighted ℓ1. | Adam S. Charles, Christopher J. Rozell |
| 2013 | ICASSP | A novel binary mask estimator based on sparse approximation. | Abigail A. Kressner, David V. Anderson, Christopher J. Rozell |
| 2013 | IJCNN | Convergence of a neural network for sparse approximation using the nonsmooth Łojasiewicz inequality. | Aurele Balavoine, Christopher J. Rozell, Justin K. Romberg |
| 2012 | ACSSC | Compressive ladar detector noise performance. | Darryl Sale, Christopher J. Rozell, Justin K. Romberg, Aaron D. Lanterman |
| 2011 | CISS | Sparsity penalties in dynamical system estimation. | Adam S. Charles, Muhammad Salman Asif, Justin K. Romberg, Christopher J. Rozell |
| 2011 | CISS | The Restricted Isometry Property for block diagonal matrices. | Han Lun Yap, Armin Eftekhari, Michael B. Wakin, Christopher J. Rozell |
| 2011 | CISS | Stable manifold embeddings with operators satisfying the Restricted Isometry Property. | Han Lun Yap, Michael B. Wakin, Christopher J. Rozell |
| 2011 | ICASSP | Estimation and dynamic updating of time-varying signals with sparse variations. | Muhammad Salman Asif, Adam S. Charles, Justin K. Romberg, Christopher J. Rozell |
| 2010 | CISS | Concentration of measure for block diagonal matrices with repeated blocks. | Christopher J. Rozell, Han Lun Yap, Jae Young Park, Michael B. Wakin |
| 2010 | ICASSP | Concentration of measure for block diagonal measurement matrices. | Michael B. Wakin, Jae Young Park, Han Lun Yap, Christopher J. Rozell |
| 2008 | CISS | Reconstruction of compressively sensed images via neurally plausible local competitive algorithms. | Robert L. Ortman, Christopher J. Rozell, Don H. Johnson |
| 2008 | CISS | Distributed processing in frames for sparse approximation. | Christopher J. Rozell |
| 2007 | ICIP | Locally Competitive Algorithms for Sparse Approximation. | Christopher J. Rozell, Don H. Johnson, Richard G. Baraniuk, Bruno A. Olshausen |
| 2006 | DCOSS | Evaluating Local Contributions to Global Performance in Wireless Sensor and Actuator Networks. | Christopher J. Rozell, Don H. Johnson |
| 2006 | ICASSP | Feature-Based Information Processing with Selective Attention. | Christopher J. Rozell, Ilan N. Goodman, Don H. Johnson |
| 2005 | ICASSP | Analysis of noise reduction in redundant expansions under distributed processing requirements. | Christopher J. Rozell, Don H. Johnson |
| 2004 | ICASSP | To cooperate or not to cooperate: detection strategies in sensor networks. | Michael A. Lexa, Christopher J. Rozell, Sinan Sinanovic, Don H. Johnson |