Distributed linear regression by averaging

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Distributed linear regression by averaging

30 September 2018

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Papers citing "Distributed linear regression by averaging"

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Title
Sharded Bayesian Additive Regression Trees Hengrui Luo M. Pratola 64 6 0 01 Jun 2023
Generalized equivalences between subsampling and ridge regularization Pratik V. Patil Jin-Hong Du 91 5 0 29 May 2023
Optimal subsampling for the Cox proportional hazards model with massive survival data Nan Qiao Wangcheng Li Fengjun Xiao Cunjie Lin Yong Zhou 62 2 0 05 Feb 2023
Distributed Sparse Linear Regression under Communication Constraints R. Fonseca B. Nadler FedML 74 2 0 09 Jan 2023
Asymptotics of the Sketched Pseudoinverse Daniel LeJeune Pratik V. Patil Hamid Javadi Richard G. Baraniuk Robert Tibshirani 54 10 0 07 Nov 2022
Heterogeneous Federated Learning on a Graph Huiyuan Wang Xuyang Zhao Weijie Lin FedML 107 4 0 19 Sep 2022
Communication-efficient Distributed Newton-like Optimization with Gradients and M-estimators Ziyan Yin 77 0 0 13 Jul 2022
On Distributed Exact Sparse Linear Regression over Networks Tu Anh-Nguyen César A. Uribe 43 0 0 01 Apr 2022
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference Jasper Tan Blake Mason Hamid Javadi Richard G. Baraniuk FedML 91 20 0 02 Feb 2022
Long-term Data Sharing under Exclusivity Attacks Yotam gafni Moshe Tennenholtz 44 2 0 22 Jan 2022
Data splitting improves statistical performance in overparametrized regimes Nicole Mücke Enrico Reiss Jonas Rungenhagen Markus Klein 53 8 0 21 Oct 2021
Sparse sketches with small inversion bias Michal Derezinski Zhenyu Liao Yan Sun Michael W. Mahoney 107 22 0 21 Nov 2020
What causes the test error? Going beyond bias-variance via ANOVA Licong Lin Yan Sun 93 34 0 11 Oct 2020
How to reduce dimension with PCA and random projections? Fan Yang Sifan Liu Yan Sun David P. Woodruff 63 28 0 01 May 2020
Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms T. Tony Cai Hongjie Wei 69 27 0 24 Jan 2020
Ridge Regression: Structure, Cross-Validation, and Sketching Sifan Liu Yan Sun CML 115 48 0 06 Oct 2019
WONDER: Weighted one-shot distributed ridge regression in high dimensions Yan Sun Yueqi Sheng OffRL 92 51 0 22 Mar 2019