Matthew O'Shaughnessy
Matthew O'Shaughnessy
Carnegie Endowment for International Peace
Verified email at - Homepage
Cited by
Cited by
Generative causal explanations of black-box classifiers
M O'Shaughnessy, G Canal, M Connor, M Davenport, C Rozell
2020 Conference on Neural Information Processing Systems (NeurIPS), 2020
Sparse Bayesian learning with dynamic filtering for inference of time-varying sparse signals
MR O’Shaughnessy, MA Davenport, CJ Rozell
IEEE Transactions on Signal Processing 68, 388-403, 2019
Localizing users and items from paired comparisons
MR O'Shaughnessy, MA Davenport
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
Joint estimation of trajectory and dynamics from paired comparisons
GH Canal, MR O'Shaughnessy, CJ Rozell, MA Davenport
2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019
Real-time, mixed-mode computing architecture for waveform-resolved lidar systems with total propagated uncertainty
RL Ortman, DA Carr, R James, D Long, MR O'Shaughnessy, CR Valenta, ...
2016 Conference on Laser Radar Technology and Applications 9832, 98320H, 2016
What governs attitudes toward artificial intelligence adoption and governance?
M O'Shaughnessy, D Schiff, LR Varshney, C Rozell, M Davenport
Science and Public Policy, 2022
A 17.8-ms/s compressed sensing radar accelerator using a spiking neural network
PL Brown, M O’Shaughnessy, C Rozell, J Romberg, M Flynn
IEEE Journal of Solid-State Circuits 56 (3), 834-843, 2020
Neuroethics guidance documents: Principles, analysis, and implementation strategies
M O'Shaughnessy, WG Johnson, L Tournas, C Rozell, K Rommelfanger
Available at SSRN 4035992, 2022
The Picasso Algorithm for Bayesian Localization Via Paired Comparisons in a Union of Subspaces Model
G Canal, M Connor, J Jin, N Nadagouda, M O’Shaughnessy, CJ Rozell, ...
2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020
A 17.8 MS/s Neural-Network Compressed Sensing Radar Processor in 16nm FinFET CMOS
P Brown, M O'Shaugnessy, C Rozell, J Romberg, M Flynn
2020 IEEE Custom Integrated Circuits Conference (CICC), 1-4, 2020
PrefGen: Preference Guided Image Generation with Relative Attributes
A Helbling, CJ Rozell, M O'Shaughnessy, K Fallah
arXiv preprint arXiv:2304.00185, 2023
Five policy uses of algorithmic explainability
M O'Shaughnessy
arXiv preprint arXiv:2302.03080, 2023
Oracle Guided Image Synthesis with Relative Queries
A Helbling, CJ Rozell, M O'Shaughnessy, K Fallah
arXiv preprint arXiv:2204.14189, 2022
Structure and Causality in Understanding Complex Systems
MR O'Shaughnessy
Georgia Institute of Technology, 2021
Dynamical System Implementations of Sparse Bayesian Learning
MR O'Shaughnessy, MA Davenport, CJ Rozell
2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019
Robust Incorporation of Signal Predictions into the Sparse Bayesian Learning Framework
MR O’Shaughnessy, MA Davenport, CJ Rozell
2019 Workshop on Signal Processing with Adaptive Sparse Structured …, 0
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