Zohar Ringel

6 papers · 2018–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

ICML (3) ICLR (2) NIPS (1)

Top co-authors

Noa Rubin (2) Kirsten Fischer (2) Michael Krämer (2) Inbar Seroussi (2) Javed Lindner (2) Moritz Helias (2) Itay Lavie (1) David Dahmen (1) Guy Gur-Ari (1) Rodrigo Andrade de Bem (1)

Keywords

feature learning (1) neural network optimization (1) gaussian process (1) convolutional neural network (1) infinite width limit (1)

Papers

From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning ICML 2025

Grokking as a First Order Phase Transition in Two Layer Networks ICLR 2024

Critical feature learning in deep neural networks ICML 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 NIPS 2021

Critical Percolation as a Framework to Analyze the Training of Deep Networks ICLR 2018