Greg Ongie
Scholar

Greg Ongie

Google Scholar ID: uhhWy2YAAAAJ
Marquette University
Machine LearningComputational ImagingCompressed SensingImage ReconstructionOptimization
Citations & Impact
All-time
Citations
1,913
 
H-index
14
 
i10-index
19
 
Publications
20
 
Co-authors
30
list available
Resume (English only)
Academic Achievements
  • Publications (see Google Scholar for details).
Research Experience
  • Recent projects concern: Image reconstruction with physics-driven deep neural networks; Image quality assessment in CT with model observers; Mathematics of learning with neural networks in the overparameterized regime.
Background
  • Assistant Professor in the Department of Mathematical and Statistical Sciences (MSSC) at Marquette University. Research interests include machine learning, optimization, and compressed sensing, particularly for image reconstruction in MRI, CT, and related inverse problems in computational imaging.
Miscellany
  • Personal code available on Github.