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2110.13113
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Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees
Journal of machine learning research (JMLR), 2021
25 October 2021
Kean Ming Tan
Heather Battey
Wen-Xin Zhou
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ArXiv (abs)
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Papers citing
"Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees"
5 / 5 papers shown
SpeedCP: Fast Kernel-based Conditional Conformal Prediction
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High-Dimensional Differentially Private Quantile Regression: Distributed Estimation and Statistical Inference
Ziliang Shen
Caixing Wang
Shaoli Wang
Yibo Yan
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07 Aug 2025
Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery
Caixing Wang
Ziliang Shen
388
1
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13 May 2024
A Selective Review on Statistical Methods for Massive Data Computation: Distributed Computing, Subsampling, and Minibatch Techniques
Xuetong Li
Yuan Gao
Hong Chang
Danyang Huang
Yingying Ma
...
Ke Xu
Jing Zhou
Xuening Zhu
Yingqiu Zhu
Hansheng Wang
234
18
0
17 Mar 2024
Distributed Estimation and Inference for Semi-parametric Binary Response Models
Annals of Statistics (Ann. Stat.), 2022
Xinyu Chen
Wenbo Jing
Weidong Liu
Yichen Zhang
423
4
0
15 Oct 2022
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