Carter Lyons

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Generalization Bounds

Kernel Machines

Total Least Squares

Statistical Learning Theory

Top Venues

IEEE Trans. Computational Imaging

IEEE Trans. Signal Process.

Publications

Carter Lyons, Raghu G. Raj, Margaret Cheney
On Generalization Bounds for Deep Compound Gaussian Neural Networks. CoRR (2024)
Carter Lyons, Raghu G. Raj, Margaret Cheney
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems. IEEE Trans. Computational Imaging 10 (2024)
Carter Lyons, Raghu G. Raj, Margaret Cheney
A Compound Gaussian Network for Solving Linear Inverse Problems. CoRR (2023)
Carter Lyons, Raghu G. Raj, Margaret Cheney
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems. CoRR (2023)
Carter Lyons, Raghu G. Raj, Margaret Cheney
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems. IEEE Trans. Signal Process. 71 (2023)
Carter Lyons, Raghu G. Raj, Margaret Cheney
A Deep Compound Gaussian Regularized Unfolded Imaging Network. IEEECONF (2022)