"Private Prediction Strikes Back!'' Private Kernelized Nearest Neighbors
with Individual Renyi Filter

"Private Prediction Strikes Back!'' Private Kernelized Nearest Neighbors with Individual Renyi Filter

Conference on Uncertainty in Artificial Intelligence (UAI), 2023

12 June 2023

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Papers citing ""Private Prediction Strikes Back!'' Private Kernelized Nearest Neighbors with Individual Renyi Filter"

5 / 5 papers shown

Title
Differentially Private In-Context Learning with Nearest Neighbor Search A. Koskela Tejas D. Kulkarni Laith Zumot 140 0 0 06 Nov 2025
Adaptively Private Next-Token Prediction of Large Language Models James Flemings Meisam Razaviyayn Murali Annavaram 404 3 0 02 Oct 2024
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning Jonathan Lebensold Maziar Sanjabi Pietro Astolfi Adriana Romero Soriano Kamalika Chaudhuri Mike Rabbat Chuan Guo DiffM 353 7 0 21 Mar 2024
Privacy-Preserving Instructions for Aligning Large Language Models Da Yu Peter Kairouz Sewoong Oh Zheng Xu 444 34 0 21 Feb 2024
Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation Jiachen T. Wang Yuqing Zhu Yu Wang R. Jia Prateek Mittal TDI 285 22 0 30 Aug 2023