| 2023 | ICASSP | Improving the Stochastic Gradient Descent's Test Accuracy by Manipulating the ℓ∞ Norm of its Gradient Approximation. | Paul Rodrguez |
| 2022 | ICIP | Random Generated Dictionaries for Convolutional Sparse Coding: An ELM Interpretation for Simple CSC Applications. | Paul Rodrguez |
| 2020 | ACSSC | Robustifying FISTA via the infinity norm of its smooth component's gradient. | Paul Rodrguez |
| 2020 | ICASSP | Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring. | Barbara Pilastre, Gustavo Silva, Loc Boussouf, Stphane D'Escrivan, Paul Rodrguez, Jean-Yves Tourneret |
| 2019 | RTNS | ACCEPTOR: a model and a protocol for real-time multi-mode applications on reconfigurable heterogeneous platforms. | Jol Goossens, Xavier Poczekajlo, Antonio Paolillo, Paul Rodrguez |
| 2018 | ICASSP | Fast Projection onto the 𝓁 | Gustavo Chau, Brendt Wohlberg, Paul Rodrguez |
| 2018 | ICASSP | Separable Dictionary Learning for Convolutional Sparse Coding via Split Updates. | Jorge Quesada, Paul Rodrguez, Brendt Wohlberg |
| 2018 | ICASSP | Efficient Convolutional Dictionary Learning Using Partial Update Fast Iterative Shrinkage-Thresholding Algorithm. | Gustavo Silva, Paul Rodrguez |
| 2018 | ICIP | Efficient Algorithm for Convolutional Dictionary Learning via Accelerated Proximal Gradient Consensus. | Gustavo Silva, Paul Rodrguez |
| 2017 | ICASSP | Fast convolutional sparse coding with separable filters. | Gustavo Silva, Jorge Quesada, Paul Rodrguez, Brendt Wohlberg |
| 2016 | ACSSC | Alternating optimization low-rank expansion algorithm to estimate a linear combination of separable filters to approximate 2D filter banks. | Paul Rodrguez |
| 2016 | ICIP | Automatic vehicle counting method based on principal component pursuit background modeling. | Jorge Quesada, Paul Rodrguez |
| 2016 | UIC | Topic Modeling and Visualization for Big Data in Social Sciences. | Nitin Sukhija, Mahidhar Tatineni, Nicole M. Brown, Mark Van Moer, Paul Rodrguez, Spencer Callicott |
| 2016 | RTNS | Quantifying Energy Consumption for Practical Fork-Join Parallelism on an Embedded Real-Time Operating System. | Antonio Paolillo, Paul Rodrguez, Nikita Veshchikov, Jol Goossens, Ben Rodriguez |
| 2015 | ACSSC | Jitter invariant incremental principal component pursuit for video background modeling on the TK1. | Gustavo Silva, Paul Rodrguez |
| 2015 | ICIP | Translational and rotational jitter invariant incremental principal component pursuit for video background modeling. | Paul Rodrguez, Brendt Wohlberg |
| 2014 | ICIP | Fast omni-image unwarping using pano-mapping pointers array. | Jaime Reategui, Paul Rodrguez, Nicolas Ragot |
| 2014 | ICIP | Video background modeling under impulse noise. | Paul Rodrguez, Brendt Wohlberg |
| 2014 | ICIP | Performance comparison of iterative reweighting methods for total variation regularization. | Paul Rodrguez, Brendt Wohlberg |
| 2014 | ICIP | A Matlab implementation of a fast incremental principal component pursuit algorithm for Video Background Modeling. | Paul Rodrguez, Brendt Wohlberg |
| 2013 | BIBE | Handgrip estimation based on total variation denoising filtering for control applications. | Julio Reategui, Gonzalo Cucho, Paul Rodrguez, Roco Callupe, Ericka Madrid |
| 2013 | ICIP | Fast principal component pursuit via alternating minimization. | Paul Rodrguez, Brendt Wohlberg |
| 2012 | ICASSP | MIxed gaussian-impulse noise image restoration via total variation. | Paul Rodrguez, Renn Rojas, Brendt Wohlberg |
| 2012 | ICIP | A comparison of the computational performance of Iteratively Reweighted Least Squares and alternating minimization algorithms for ℓ1 inverse problems. | Paul Rodrguez, Brendt Wohlberg |
| 2011 | ACSSC | Noise model discrimination for digital images based on variance-stabilizing transforms and on local statistics: Preliminary results. | Paul Rodrguez |
| 2011 | KDD | Data intensive analysis on the gordon high performance data and compute system. | Robert S. Sinkovits, Pietro Cicotti, Shawn Strande, Mahidhar Tatineni, Paul Rodrguez, Nicole Wolter, Natasha Balac |
| 2010 | ICIP | Multiplicative updates algorithm to minimize the generalized total variation functional with a non-negativity constraint. | Paul Rodrguez |
| 2009 | ICASSP | AN | Brendt Wohlberg, Paul Rodrguez |
| 2009 | ICIP | A generalized vector-valued total variation algorithm. | Paul Rodrguez, Brendt Wohlberg |