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Haggai's web page
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tamarillo
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2025-12-16 07:01:43
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Haggai's Homepage About Publications Blog About Publications Haggai Maron I am an Assistant Professor at the Faculty of Electrical and Computer Engineering at the Technion . I am also a senior research scientist at NVIDIA Research and a member of NVIDIA's TLV lab . My primary research interest is in machine learning, with a focus on deep learning for structured data. Specifically, I study how to apply deep learning techniques to sets, graphs, point clouds, surfaces, weight spaces and other mathematical objects that have an inherent symmetry structure. My goal is twofold: first, to understand deep learning architectures from a theoretical perspective, for example, by analyzing their expressive power; and second, to demonstrate their practical effectiveness on real-world problems involving structured data. I completed my Ph.D. in 2019 at the Weizmann Institute of Science under the supervision of Prof. Yaron Lipman . ...
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13 - vee.technion.ac.il, research.nvidia.com, wisdom.weizmann.ac.il, library.cirm-math.fr, explainable.podbean.com, scholar.google.co.il, conferences.cirm-math.fr, dl.acm.org
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