UAI 2023poster5 citations
Private Prediction Strikes Back! Private Kernelized Nearest Neighbors with Individual Rényi Filter
Yuqing Zhu, Xuandong Zhao, Chuan Guo, Yu-Xiang Wang
Abstract
Most existing approaches of differentially private (DP) machine learning focus on
BibTeX
@InProceedings{pmlr-v216-zhu23b,
title = {Private Prediction Strikes Back! {P}rivate Kernelized Nearest Neighbors with Individual {R}ényi Filter},
author = {Zhu, Yuqing and Zhao, Xuandong and Guo, Chuan and Wang, Yu-Xiang},
booktitle = {Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence},
pages = {2586--2596},
year = {2023},
editor = {Evans, Robin J. and Shpitser, Ilya},
volume = {216},
series = {Proceedings of Machine Learning Research},
month = {31 Jul--04 Aug},
publisher = {PMLR},
pdf = {https://proceedings.mlr.press/v216/zhu23b/zhu23b.pdf},
url = {https://proceedings.mlr.press/v216/zhu23b.html},
abstract = {Most existing approaches of differentially private (DP) machine learning focus on