Concepedia

Zeyuan Allen-Zhu

ZA

Statistics

Publications

57

Citations

6.2K

H-Index

33

Active since

2014

Affiliations

Princeton University(Current)

Microsoft (United States)

Massachusetts Institute of Technology

Stanford University

Carnegie Mellon University

Zeyuan Allen-Zhu is an author at Princeton University specializing in computer science, computing, and machine learning.

ORCID

Publications per year

2014–2025

57

Publications

57

LoRA: Low-Rank Adaptation of Large Language Models

J. Edward Hu, Yelong Shen, Phillip Wallis et al. · arXiv (Cornell University) · 2021 · 2.5K citations · Full text

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A Convergence Theory for Deep Learning via Over-Parameterization

Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song · arXiv (Cornell University) · 2018 · 628 citations · Full text

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Is Q-learning Provably Efficient?

Chi Jin, Zeyuan Allen-Zhu, Sébastien Bubeck et al. · arXiv (Cornell University) · 2018 · 338 citations · Full text

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A Convergence Theory for Deep Learning via Over-Parameterization

Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song · International Conference on Machine Learning · 2018 · 176 citations

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Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers

Zeyuan Allen-Zhu · arXiv (Cornell University) · 2018 · 172 citations · Full text

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1–5 of 57