Scholar
Greg Ongie
Google Scholar ID: uhhWy2YAAAAJ
Marquette University
Machine Learning
Computational Imaging
Compressed Sensing
Image Reconstruction
Optimization
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Citations & Impact
All-time
Citations
2,238
H-index
15
i10-index
22
Publications
20
Co-authors
30
list available
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
Co-authors
13 total
Rebecca Willett
University of Chicago, Professor of Statistics and Computer Science
Mathews Jacob
University of Virginia
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
Christopher A. Metzler
University of Maryland, College Park
