Noam Itzhak Levi
6 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
logistic regression
(1)
gradient descent
(1)
data perturbation
(1)
power-law decay
(1)
robust learning
(1)
hierarchical structure
(1)
diffusion model
(1)
phase transition
(1)
latent variable
(1)
deep neural network
(1)
implicit bia
(1)
linear network
(1)
training dynamics
(1)
domain shift
(1)
sample size
(1)
critical point
(1)
latent structure
(1)
teacher-student setup
(1)
linear separability
(1)
pass@k metric
(1)
Papers
A Simple Model of Inference Scaling Laws
ICML 2025
Grokking at the Edge of Linear Separability
ICML 2025
Probing the Latent Hierarchical Structure of Data via Diffusion Models
ICLR 2025
The Underlying Universal Statistical Structure of Natural Datasets
ICML 2025
Grokking in Linear Estimators -- A Solvable Model that Groks without Understanding
ICLR 2024
Noise Injection Node Regularization for Robust Learning
ICLR 2023