Matthew R. O'Shaughnessy

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Joint Estimation

Compressed Sensing

Discriminative Classifiers

Image Generation

Top Venues

Publications

Alec Helbling, Christopher J. Rozell, Matthew R. O'Shaughnessy, Kion Fallah
PrefGen: Preference Guided Image Generation with Relative Attributes. CoRR (2023)
Matthew R. O'Shaughnessy, Mark A. Davenport, Christopher Rozell
Distance preservation in state-space methods for detecting causal interactions in dynamical systems. CoRR (2023)
Matthew R. O'Shaughnessy
Five policy uses of algorithmic explainability. CoRR (2023)
Alec Helbling, Christopher John Rozell, Matthew R. O'Shaughnessy, Kion Fallah
Oracle Guided Image Synthesis with Relative Queries. CoRR (2022)
Peter Lawrence Brown, Matthew R. O'Shaughnessy, Christopher Rozell, Justin Romberg, Michael P. Flynn
A 17.8-MS/s Compressed Sensing Radar Accelerator Using a Spiking Neural Network. IEEE J. Solid State Circuits 56 (3) (2021)
Peter Lawrence Brown, Matthew R. O'Shaughnessy, Christopher J. Rozell, Justin Romberg, Michael P. Flynn
A 17.8MS/s Neural-Network Compressed Sensing Radar Processor in 16nm FinFET CMOS. CICC (2020)
Matthew R. O'Shaughnessy, Gregory Canal, Marissa Connor, Mark A. Davenport, Christopher Rozell
Generative causal explanations of black-box classifiers. CoRR (2020)
Matthew R. O'Shaughnessy, Mark A. Davenport, Christopher J. Rozell
Sparse Bayesian Learning With Dynamic Filtering for Inference of Time-Varying Sparse Signals. IEEE Trans. Signal Process. 68 (2020)
Matthew R. O'Shaughnessy, Gregory Canal, Marissa Connor, Christopher Rozell, Mark A. Davenport
Generative causal explanations of black-box classifiers. NeurIPS (2020)
Gregory Canal, Marissa Connor, Jihui Jin, Namrata Nadagouda, Matthew R. O'Shaughnessy, Christopher J. Rozell, Mark A. Davenport
The Picasso Algorithm for Bayesian Localization Via Paired Comparisons in a Union of Subspaces Model. ICASSP (2020)
Matthew R. O'Shaughnessy, Mark A. Davenport, Christopher J. Rozell
Dynamical System Implementations of Sparse Bayesian Learning. CAMSAP (2019)
Gregory H. Canal, Matthew R. O'Shaughnessy, Christopher J. Rozell, Mark A. Davenport
Joint Estimation of Trajectory and Dynamics from Paired Comparisons. CAMSAP (2019)
Matthew R. O'Shaughnessy, Mark A. Davenport
Localizing users and items from paired comparisons. MLSP (2016)