Scholar
Greg Ongie
Google Scholar ID: uhhWy2YAAAAJ
Marquette University
Machine Learning
Computational Imaging
Compressed Sensing
Image Reconstruction
Optimization
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
2,238
H-index
15
i10-index
22
Publications
20
Co-authors
30
list available
Contact
No contact links provided.
Publications
5 items
Representation Costs in Data Science: Foundations and the Quasi-Banach Spaces of Deep Neural Networks
2026
Cited
0
When Diffusion Models Memorize: Inductive Biases in Probability Flow of Minimum-Norm Shallow Neural Nets
2025
Cited
0
Accelerated Optimization of Implicit Neural Representations for CT Reconstruction
2025
Cited
0
Towards a Sampling Theory for Implicit Neural Representations
Asilomar Conference on Signals, Systems and Computers · 2024
Cited
0
ReLU Neural Networks with Linear Layers are Biased Towards Single- and Multi-Index Models
2023
Cited
7
Resume (English only)
Co-authors
30 total
Rebecca Willett
University of Chicago, Professor of Statistics and Computer Science
Mathews Jacob
University of Virginia
Co-author 3
Laura Balzano
University of Michigan, Ann Arbor
Daniel Soudry
Associate Professor
Alexandros G Dimakis
Professor, EECS, UC Berkeley
Ajil Jalal
UC Berkeley
Richard Baraniuk
C. Sidney Burrus Professor, Electrical & Computer Engineering, Rice University
