Zeyuan Allen-Zhu

activity

20102025

most citedLoRA: Low-Rank Adaptation of Large Language Models

2.5k citations · 4.7k across the 60 of their papers we have counts for

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2 papers · 1 filter

stat.ML2017★ 12 cited

Near-Optimal Discrete Optimization for Experimental Design: A Regret Minimization Approach

Zeyuan Allen-Zhu, Yuanzhi Li, Aarti Singh +1

The experimental design problem concerns the selection of k points from a potentially large design pool of p-dimensional vectors, so as to maximize the statistical efficiency regre…

stat.ML2016★ 5 cited

Faster Principal Component Regression and Stable Matrix Chebyshev Approximation

Zeyuan Allen-Zhu, Yuanzhi Li

We solve principal component regression (PCR), up to a multiplicative accuracy $1 + γ$ , by reducing the problem to $O ~ (γ^{- 1})$ black-box calls of ridge regression. Therefore,…