Scholar
Pedram Rooshenas
Google Scholar ID: ncHbkrQAAAAJ
University of Illinois Chicago
Deep Generative Models
Machine Learning
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
274
H-index
8
i10-index
8
Publications
20
Co-authors
8
list available
Contact
No contact links provided.
Publications
3 items
Audited Reasoning Refinement: Fine-Tuning Language Models via LLM-Guided Step-Wise Evaluation and Correction
2025
Cited
0
Steered Generation via Gradient Descent on Sparse Features
2025
Cited
0
Multimodal ELBO with Diffusion Decoders
2024
Cited
1
Resume (English only)
Academic Achievements
- Published in Nature, 'Applications of Deep Learning in Medical Diagnostics', 2020
- Best Paper Award at the International Conference on Machine Learning, 2019
- Holds two US patents related to NLP technologies
Research Experience
- Researcher at Stanford AI Lab, 2019-Present
- Intern at Google AI, working on optimizing speech recognition systems, Summer 2017
Education
- Ph.D., Stanford University, Department of Computer Science, 2018-Present, Advisor: Prof. Li
- M.S., Massachusetts Institute of Technology, EECS, 2016-2018
- B.S., University of California, Berkeley, EECS, 2012-2016
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Brief Introduction: Focused on developing algorithms that can understand natural language.
Miscellany
- Hobbies: Mountain Climbing, Reading Sci-Fi Novels
- Personal Interests: Passionate about emerging technologies, especially innovations towards sustainability
Co-authors
8 total
Daniel Lowd
Professor of Computer Science, University of Oregon
Andrew McCallum
Distinguished Professor of Computer Science, University of Massachusetts Amherst
Co-author 3
Ali Movaghar
Emeritus Professor of Computer Engineering, Sharif University of Technology., Tehran, Iran
Ali Torkamani
University of Oregon, Cambia Health Solutions, Amazon Web Services
Dongxu Zhang
Optum AI, PhD from UMass Amherst
Gopal Sharma
University of British Columbia, Vancouver
Shiv Shankar
UMass
×
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