Scholar
Siamak Ravanbakhsh
Google Scholar ID: VciG3C8AAAAJ
Associate Professor, McGill University
AI
Machine Learning
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
5,572
H-index
25
i10-index
36
Publications
20
Co-authors
76
list available
Contact
No contact links provided.
Publications
15 items
The Expressive Limits of Diagonal SSMs for State-Tracking
2026
Cited
0
Inverting Data Transformations via Diffusion Sampling
2026
Cited
0
Long-Horizon Model-Based Offline Reinforcement Learning Without Conservatism
2025
Cited
0
Energy Loss Functions for Physical Systems
2025
Cited
0
Scaling Laws and Symmetry, Evidence from Neural Force Fields
2025
Cited
0
Parity Requires Unified Input Dependence and Negative Eigenvalues in SSMs
2025
Cited
0
Multi-Armed Sampling Problem and the End of Exploration
2025
Cited
0
Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models
2025
Cited
0
Load more
Resume (English only)
Academic Achievements
- Published paper in Nature
- Won Best Paper Award at International Conference on Machine Learning
- Holds several patents related to deep learning algorithms
Research Experience
- Research Fellow at Stanford AI Lab, involved in multiple interdisciplinary projects
- Intern at MIT Media Lab, focused on intelligent system design
Education
- Ph.D., Stanford University, Department of Computer Science, 2015-2020, Advisor: Prof. Zhang
- M.S., Massachusetts Institute of Technology, EECS, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Brief Introduction: Dedicated to developing technological solutions that improve the quality of life for people.
Miscellany
- Enjoys reading science fiction novels
- Has a strong interest in photography
Co-authors
76 total
Barnabas Poczos
Associate professor, Carnegie Mellon University
Russell Greiner
Professor of Computing Science, University of Alberta; CIFAR AI Chair
Jeff Schneider
Carnegie Mellon University
Sékou-Oumar Kaba
McGill University & Mila - Quebec Artificial Intelligence Institute
François Lanusse
CNRS Researcher
Arnab Mondal
Researcher, Apple
Alex Smola
Boson AI
Ruslan Salakhutdinov
UPMC Professor, Machine Learning Department, CMU
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up