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stat.ML2025
Applications of Statistical Field Theory in Deep Learning
Zohar Ringel, Noa Rubin, Edo Mor +2
Deep learning algorithms have made incredible strides in the past decade, yet due to their complexity, the science of deep learning remains in its early stages. Being an experiment…
stat.ML2023★ 1 cited
Grokking as a First Order Phase Transition in Two Layer Networks
Noa Rubin, Inbar Seroussi, Zohar Ringel
A key property of deep neural networks (DNNs) is their ability to learn new features during training. This intriguing aspect of deep learning stands out most clearly in recently re…