Scholar
Marwa El Halabi
Google Scholar ID: Vd6RW7cAAAAJ
Visiting Researcher, Mila
Citations & Impact
Citations
247
H-index
8
i10-index
8
Publications
18
Co-authors
0
Contact
Publications
Resume (English only)
Academic Achievements
- No specific details provided regarding publications, awards, patents, or projects.
Research Experience
- Currently, she is a visiting researcher at Mila - Quebec AI Institute and a CIFAR AI Safety postdoctoral fellow, working with Gauthier Gidel. Previously, she was a research scientist at the Samsung AI Lab Montreal, an academic-style research lab situated within Mila. Before that, she was a postdoctoral researcher in the Machine Learning Group at MIT, working with Stefanie Jegelka.
Education
- She completed her PhD in 2018 at the Computer and Communication Sciences department at EPFL, where she was advised by Volkan Cevher. She received her B.Eng. in Computer and Communications Engineering in 2012 from the American University of Beirut.
Background
- Her research interests include discrete and continuous optimization in machine learning, AI safety, and AI for social good applications. Her current work focuses on LLM safety and (non-)submodular optimization. In the past, she has worked on (non-)submodular optimization, (non-)convex optimization, neural network compression, and structured sparsity.
Miscellany
- No information provided about personal interests or hobbies.
Co-authors