most citedComputational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models

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cs.DS2024

On Differentially Private String Distances

Jerry Yao-Chieh Hu, Erzhi Liu, Han Liu +2

Given a database of bit strings , a fundamental data structure task is to estimate the distances between a given query with all the st…

cs.DS2024★ 1 cited

Differentially Private Kernel Density Estimation

Erzhi Liu, Jerry Yao-Chieh Hu, Alex Reneau +2

We introduce a refined differentially private (DP) data structure for kernel density estimation (KDE), offering not only improved privacy-utility tradeoff but also better efficienc…