Zohar Ringel
6 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
feature learning
(4)
convolutional neural network
(2)
deep learning
(1)
neural network optimization
(1)
gaussian process
(1)
learnability
(1)
maximum a posteriori
(1)
symmetric group
(1)
learning algorithm
(1)
phase transition
(1)
cost function
(1)
inductive bia
(1)
bayesian prior
(1)
deep network
(1)
kernel adaptation
(1)
local minimum
(1)
saddle-point approximation
(1)
permutation symmetry
(1)
infinite-width limit
(1)
neural network
(1)
Papers
From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
ICML 2025
Critical feature learning in deep neural networks
ICML 2024
Grokking as a First Order Phase Transition in Two Layer Networks
ICLR 2024
Towards Understanding Inductive Bias in Transformers: A View From Infinity
ICML 2024
A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs
NeurIPS 2021
Critical Percolation as a Framework to Analyze the Training of Deep Networks
ICLR 2018