(Nearly) Optimal Private Linear Regression via Adaptive Clipping

被引：0
|
作者：
Varshney, Prateek
Thakurta, Abhradeep
Jain, Prateek
机构：
来源：
Proceedings of Machine Learning Research | 2022年 / 178卷
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Linear regression
引用
收藏
页码：1126 / 1166
相关论文
共 50 条
  • [1] Revisiting differentially private linear regression: optimal and adaptive prediction & estimation in unbounded domain
    Wang, Yu-Xiang
    [J]. UNCERTAINTY IN ARTIFICIAL INTELLIGENCE, 2018, : 93 - 103
  • [2] Nearly Optimal Private Convolution
    Fawaz, Nadia
    Muthukrishnan, S.
    Nikolov, Aleksandar
    [J]. ALGORITHMS - ESA 2013, 2013, 8125 : 445 - 456
  • [3] Differentially Private Learning with Adaptive Clipping
    Andrew, Galen
    Thakkar, Om
    McMahan, H. Brendan
    Ramaswamy, Swaroop
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021), 2021, 34
  • [4] NEARLY OPTIMAL MINIMAX ESTIMATOR FOR HIGH-DIMENSIONAL SPARSE LINEAR REGRESSION
    Zhang, Li
    [J]. ANNALS OF STATISTICS, 2013, 41 (04): : 2149 - 2175
  • [5] Nearly-Optimal Private LASSO
    Talwar, Kunal
    Thakurta, Abhradeep
    Zhang, Li
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 28 (NIPS 2015), 2015, 28
  • [6] Differentially Private Linear Regression Analysis via Truncating Technique
    Liu, Yifei
    Wang, Ning
    Wang, Zhigang
    Wang, Xiaodong
    Gao, Yun
    Ji, Xiaopeng
    Wei, Zhiqiang
    Qiao, Jun
    [J]. WEB INFORMATION SYSTEMS AND APPLICATIONS (WISA 2021), 2021, 12999 : 249 - 260
  • [7] Differentially private federated learning framework with adaptive clipping
    Wang F.
    Xie M.
    Li Q.
    Wang C.
    [J]. Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2023, 50 (04): : 111 - 112
  • [8] Optimal quantum detector tomography via linear regression estimation
    Xiao, Shuixin
    Wang, Yuanlong
    Dong, Daoyi
    Zhang, Jun
    [J]. 2021 60TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2021, : 4140 - 4145
  • [9] Adaptive Quantum Process Tomography via Linear Regression Estimation
    Yu, Qi
    Dong, Daoyi
    Wang, Yuanlong
    Petersen, Ian R.
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2020, : 4173 - 4178
  • [10] Genetic Algorithm Based Nearly Optimal Peak Reduction Tone Set Selection for Adaptive Amplitude Clipping PAPR Reduction
    Wang, Yajun
    Chen, Wen
    Tellambura, Chintha
    [J]. IEEE TRANSACTIONS ON BROADCASTING, 2012, 58 (03) : 462 - 471
12345