Omar Chehab
Scholar

Omar Chehab

Google Scholar ID: P0nFnfAAAAAJ
Carnegie Mellon University
Machine LearningStatisticsBrain Imaging
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Citations & Impact
All-time
Citations
425
 
H-index
6
 
i10-index
5
 
Publications
15
 
Co-authors
13
list available
Contact
No contact links provided.
Publications
6 items
Learning Energy-Based Models from Stochastic Interpolants using Spatiotemporal Differences
2026
Cited
0
Nano World Models: A Minimalist Implementation of Future Video Prediction
2026
Cited
0
Identifiable Multi-View Causal Discovery Without Non-Gaussianity
2025
Cited
0
Density Ratio Estimation with Conditional Probability Paths
2025
Cited
0
Polynomial time sampling from log-smooth distributions in fixed dimension under semi-log-concavity of the forward diffusion with application to strongly dissipative distributions
2024
Cited
0
Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics
arXiv.org · 2024
Cited
2
Resume (English only)
Co-authors
13 total
Alexandre Gramfort
Alexandre Gramfort
Meta
Aapo Hyvärinen
Aapo Hyvärinen
University of Helsinki
Hubert Banville
Hubert Banville
FAIR, AI at Meta
Anna Korba
Anna Korba
ENSAE/CREST
Alexandre Défossez
Alexandre Défossez
Kyutai
Jean-Rémi King
Jean-Rémi King
Meta
Adrien Vacher
Adrien Vacher
Postdoc at ENSAE
Andrej Risteski
Andrej Risteski
Carnegie Mellon University