Communication-Efficient Accurate Statistical Estimation
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Publication:6165287
DOI10.1080/01621459.2021.1969238arXiv1906.04870MaRDI QIDQ6165287
Jianqing Fan, Kaizheng Wang, Yongyi Guo
Publication date: 4 July 2023
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1906.04870
penalized likelihoodcommunication efficiencydistributed statistical estimationmulti-round algorithms
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Cites Work
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- Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
- Nearly unbiased variable selection under minimax concave penalty
- Distributed testing and estimation under sparse high dimensional models
- Divide and conquer in nonstandard problems and the super-efficiency phenomenon
- Distributed estimation of principal eigenspaces
- Distributed inference for quantile regression processes
- A Massive Data Framework for M-Estimators with Cubic-Rate
- A split-and-conquer approach for analysis of
- The Stochastic Difference Between Econometric Statistics
- One-Step Huber Estimates in the Linear Model
- Monotone Operators and the Proximal Point Algorithm
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- On the optimality of averaging in distributed statistical learning
- Computational Limits of A Distributed Algorithm For Smoothing Spline
- A Scalable Bootstrap for Massive Data
- An asymptotic analysis of distributed nonparametric methods
- Communication-Efficient Distributed Statistical Inference
- Ridge Regression: Biased Estimation for Nonorthogonal Problems
- First-Order Newton-Type Estimator for Distributed Estimation and Inference