2 papers
cs.LG2022★ 1 cited
The Role of Linear Layers in Nonlinear Interpolating Networks
Greg Ongie, Rebecca Willett
This paper explores the implicit bias of overparameterized neural networks of depth greater than two layers. Our framework considers a family of networks of varying depth that all…
cs.CV2014
Iterative Non-Local Shrinkage Algorithm for MR Image Reconstruction
Yasir Q. Moshin, Greg Ongie, Mathews Jacob
We introduce a fast iterative non-local shrinkage algorithm to recover MRI data from undersampled Fourier measurements. This approach is enabled by the reformulation of current non…