Guy Gur-Ari
7 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Bronze 🧭 Keyword Pioneer
👥
Mega-Team · Legion
🔥
Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Optimization & Theory · Machine Learning
(3)
Mathematics & Optimization
(2)
Architectures
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Knowledge & Reasoning
(1)
Applications
(1)
Generation
(1)
Keywords
large language model
(2)
training dynamics
(2)
mathematical reasoning
(1)
in-context learning
(1)
deep learning theory
(1)
transformer
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
learnability
(1)
l2 regularization
(1)
symmetric group
(1)
inductive bia
(1)
gradient flow
(1)
language model
(1)
pre-trained language model
(1)
parameter efficiency
(1)
length generalization
(1)
quantitative reasoning
(1)
deep network
(1)
network width
(1)
Papers
Towards Understanding Inductive Bias in Transformers: A View From Infinity
ICML 2024
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Exploring Length Generalization in Large Language Models
NeurIPS 2022
Solving Quantitative Reasoning Problems with Language Models
NeurIPS 2022
Are wider nets better given the same number of parameters?
ICLR 2021
Asymptotics of Wide Networks from Feynman Diagrams
ICLR 2020
On the training dynamics of deep networks with L_2 regularization
NeurIPS 2020