Scholar
Haggai Maron
Google Scholar ID: 4v8uJrIAAAAJ
Assistant Professor at the Technion, Research Scientist at NVIDIA Research
Citations & Impact
Citations
6,519
H-index
30
i10-index
46
Publications
20
Co-authors
38
list available
Publications
Resume (English only)
Academic Achievements
- ICML 2020 paper 'On Learning Sets of Symmetric Elements' received the Outstanding Paper Award
- Recipient of the Alon scholarship for the Integration of Outstanding Faculty
- Served as Area Chair for NeurIPS 2023
- Delivered tutorials at Simons Institute and Learning on Graphs Conference on topics including 'The expressive power of GNNs' and 'Equivariant architectures for learning in deep weight spaces'
- Oral presentation at LOG 2025: 'GL Equivariant Metanetworks for Learning on Low Rank Weight Spaces'
Background
- Assistant Professor and Robert J. Shillman Fellow at the Faculty of Electrical and Computer Engineering, Technion
- Senior Research Scientist at NVIDIA Research, Tel Aviv lab
- Primary research interest: machine learning, especially deep learning for structured data
- Focuses on applying deep learning to sets, graphs, point clouds, surfaces, weight spaces, and other mathematical objects with inherent symmetry
- Research goals: (1) theoretically understand and design deep learning architectures (e.g., expressive power); (2) demonstrate practical effectiveness on real-world structured data problems
