Localizing users and items from paired comparisons. - Matthew R. O'Shaughnessy; Mark A. Davenport (MLSP, 2016)

Joint Estimation of Trajectory and Dynamics from Paired Comparisons. - Gregory H. Canal; Matthew R. O'Shaughnessy; Christopher J. Rozell; Mark A. Davenport (CAMSAP, 2019)

Dynamical System Implementations of Sparse Bayesian Learning. - Matthew R. O'Shaughnessy; Mark A. Davenport; Christopher J. Rozell (CAMSAP, 2019)

A 17.8MS/s Neural-Network Compressed Sensing Radar Processor in 16nm FinFET CMOS. - Peter Lawrence Brown; Matthew R. O'Shaughnessy; Christopher J. Rozell; Justin Romberg; Michael P. Flynn (CICC, 2020)

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 (ICASSP, 2020)

Generative causal explanations of black-box classifiers. - Matthew R. O'Shaughnessy; Gregory Canal; Marissa Connor; Christopher Rozell; Mark A. Davenport (NeurIPS, 2020)

Sparse Bayesian Learning With Dynamic Filtering for Inference of Time-Varying Sparse Signals. - Matthew R. O'Shaughnessy; Mark A. Davenport; Christopher J. Rozell (IEEE Trans. Signal Process., 2020)

A 17.8-MS/s Compressed Sensing Radar Accelerator Using a Spiking Neural Network. - Peter Lawrence Brown; Matthew R. O'Shaughnessy; Christopher Rozell; Justin Romberg; Michael P. Flynn (IEEE J. Solid State Circuits, 2021)

Oracle Guided Image Synthesis with Relative Queries. - Alec Helbling; Christopher John Rozell; Matthew R. O'Shaughnessy; Kion Fallah (CoRR, 2022)

Structure and Causality in Understanding Complex Systems. - Matthew R. O'Shaughnessy (2022)

Five policy uses of algorithmic explainability. - Matthew R. O'Shaughnessy (CoRR, 2023)

PrefGen: Preference Guided Image Generation with Relative Attributes. - Alec Helbling; Christopher J. Rozell; Matthew R. O'Shaughnessy; Kion Fallah (CoRR, 2023)

Distance preservation in state-space methods for detecting causal interactions in dynamical systems. - Matthew R. O'Shaughnessy; Mark A. Davenport; Christopher Rozell (CoRR, 2023)