Scholar
Ali Siahkoohi
Google Scholar ID: sxRMqYIAAAAJ
Assistant Professor, CS & ECE Departments, University of Central Florida
uncertainty quantification
generative models
variational inference
inverse 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
Publications
8 items
Prior laundering: learned priors with inherited, undetectable overconfidence
2026
Cited
0
Amortized mean-shift interacting particles
2026
Cited
0
A lift for input-convex neural network training
2026
Cited
0
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
Co-authors
13 total
Felix J. Herrmann
Professor Schools of Earth and Atmospheric Sciences, Computational Science and Engineering
Mathias Louboutin
Senior Solution Architect, DevitoCodes Ltd
Lorenzo Luzi
Rice University
Sina Alemohammad
Postdoctoral Fellow, University of Texas at Austin
Josue Casco-Rodriguez
Rice University
Richard Baraniuk
C. Sidney Burrus Professor, Electrical & Computer Engineering, Rice University
Philipp A. Witte
Microsoft AI
Hossein Babaei
Rice University
