Ali Siahkoohi
Scholar

Ali Siahkoohi

Google Scholar ID: sxRMqYIAAAAJ
Assistant Professor, CS & ECE Departments, University of Central Florida
uncertainty quantificationgenerative modelsvariational inferenceinverse problems
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Citations & Impact
All-time
Citations
1,146
 
H-index
19
 
i10-index
27
 
Publications
20
 
Co-authors
45
list available
Contact
No contact links provided.
Publications
5 items
On the role of memorization in learned priors for geophysical inverse problems
2026
Cited
0
Dual-space posterior sampling for Bayesian inference in constrained inverse problems
2026
Cited
0
Hypernetwork-based approach for grid-independent functional data clustering
2026
Cited
0
Conditional neural control variates for variance reduction in Bayesian inverse problems
2026
Cited
0
Martian time-series unraveled: A multi-scale nested approach with factorial variational autoencoders
arXiv.org · 2023
Cited
3
Resume (English only)
Co-authors
45 total
Felix J. Herrmann
Felix J. Herrmann
Professor Schools of Earth and Atmospheric Sciences, Computational Science and Engineering
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Lorenzo Luzi
Lorenzo Luzi
Rice University
Sina Alemohammad
Sina Alemohammad
Postdoctoral Fellow, University of Texas at Austin
Josue Casco-Rodriguez
Josue Casco-Rodriguez
Rice University
Co-author 7
Co-author 7
Richard Baraniuk
Richard Baraniuk
C. Sidney Burrus Professor, Electrical & Computer Engineering, Rice University