Marwa El Halabi Research Scientist I am a research scientist at the Samsung SAIT AI Lab Montreal , an academic-style research lab situated within Mila - Quebec AI Institute .

Research Scientist, Samsung, SAIL. Machine Learning Convex Optimization Submodularity. 2016 IEEE International Conference on Acoustics, Speech and Signal … Combinatorial Penalties: Which structures...

Marwa El Halabi is a PostDoc in the Machine Learning Group at MIT working with Stefanie Jegelka. She completed her PhD in June 2018 at the Computer and Communication Sciences department at EPFL, where she was advised by Volkan Cevher.

Marwa El Halabi Marwa El Halabi Independent visiting researcher - Samsung SAIT. Supervisor. Simon Lacoste-Julien. Research Topics. Machine Learning Theory. Model Compression. Optimization. Website. Google Scholar. GitHub. 6666, St-Urbain, #200 Montreal, Quebec, H2S 3H1. Contact us

Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong Proceedings of The 27th International Conference on Artificial Intelligence and Statistics , PMLR 238:1027-1035, 2024. Abstract

Marwa EL HALABI | Cited by 89 | of École Polytechnique Fédérale de Lausanne, Lausanne (EPFL) | Read 10 publications | Contact Marwa EL HALABI

Read Marwa El Halabi's latest research, browse their coauthor's research, and play around with their algorithms

Semantic Scholar profile for Marwa El Halabi, with 22 highly influential citations and 18 scientific research papers.

Marwa EL-HALABI of The University of Queensland, Brisbane (UQ) | Contact Marwa EL-HALABI

no code implementations • 21 Dec 2023 • Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong Submodular maximization over a matroid constraint is a fundamental problem with various applications in machine learning.