Guy Gur-Ari
7 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π₯
Mega-Team
(67)
π₯
Unstoppable
(5)
β
The Questioner
Conferences
NIPS (3)
ICLR (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
large language model
(2)
mathematical reasoning
(1)
in-context learning
(1)
deep learning theory
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
l2 regularization
(1)
gradient flow
(1)
language model
(1)
training dynamics
(1)
length generalization
(1)
quantitative reasoning
(1)
pretrained language model
(1)
deep network
(1)
reasoning task
(1)
multi-step reasoning
(1)
scientific reasoning
(1)
problem solving
(1)
few-shot learning
(1)
scratchpad prompting
(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
NIPS 2022
Solving Quantitative Reasoning Problems with Language Models
NIPS 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
NIPS 2020