Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
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Wilsonian renormalization of neural network Gaussian processes
Howard, J. N., Jefferson, R., Maiti, A. & Ringel, Z., 30 Jun 2025, In: Machine Learning: Science and Technology. 6, 2, 025038.The Hebrew University of Jerusalem
Research output: Contribution to journal › Article › peer-review
Open Access -
Compression theory for inhomogeneous systems
Gökmen, D. E., Biswas, S., Huber, S. D., Ringel, Z., Flicker, F. & Koch-Janusz, M., Dec 2024, In: Nature Communications. 15, 1, 10214.The Hebrew University of Jerusalem
Research output: Contribution to journal › Article › peer-review
Open Access -
Critical feature learning in deep neural networks
Fischer, K., Lindner, J., Dahmen, D., Ringel, Z., Krämer, M. & Helias, M., 2024, In: Proceedings of Machine Learning Research. 235, p. 13660-13690 31 p.The Hebrew University of Jerusalem
Research output: Contribution to journal › Conference article › peer-review
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GROKKING AS A FIRST ORDER PHASE TRANSITION IN TWO LAYER NETWORKS
Rubin, N., Seroussi, I. & Ringel, Z., 2024.Tel Aviv University, The Hebrew University of Jerusalem
Research output: Contribution to conference › Paper › peer-review
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Machine learning the operator content of the critical self-dual Ising-Higgs lattice gauge theory
Oppenheim, L., Koch-Janusz, M., Gazit, S. & Ringel, Z., Oct 2024, In: PHYSICAL REVIEW RESEARCH. 6, 4, 043322.The Hebrew University of Jerusalem
Research output: Contribution to journal › Article › peer-review
Open Access