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Rubin, Noa
4 publications
ICLR
2026
Mitigating the Curse of Detail: Scaling Arguments for Feature Learning and Sample Complexity
Noa Rubin
,
Orit Davidovich
,
Zohar Ringel
ICML
2025
From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
Noa Rubin
,
Kirsten Fischer
,
Javed Lindner
,
Inbar Seroussi
,
Zohar Ringel
,
Michael Krämer
,
Moritz Helias
ICMLW
2024
A Unified Approach to Feature Learning in Bayesian Neural Networks
Noa Rubin
,
Zohar Ringel
,
Inbar Seroussi
,
Moritz Helias
ICLR
2024
Grokking as a First Order Phase Transition in Two Layer Networks
Noa Rubin
,
Inbar Seroussi
,
Zohar Ringel