WONDER: Weighted one-shot distributed ridge regression in high
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WONDER: Weighted one-shot distributed ridge regression in high dimensions

22 March 2019

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Papers citing "WONDER: Weighted one-shot distributed ridge regression in high dimensions"

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Title
Generalized equivalences between subsampling and ridge regularization Pratik V. Patil Jin-Hong Du 91 5 0 29 May 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
Federated Coordinate Descent for Privacy-Preserving Multiparty Linear Regression Xinlin Leng Chenxu Li Weifeng Xu Yuyan Sun Hongtao Wang FedML 49 1 0 16 Sep 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
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
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers Fan Yang Hongyang R. Zhang Sen Wu Christopher Ré Weijie J. Su 159 11 0 22 Oct 2020
What causes the test error? Going beyond bias-variance via ANOVA Licong Lin Yan Sun 93 34 0 11 Oct 2020
Optimal Rates of Distributed Regression with Imperfect Kernels Hongwei Sun Qiang Wu 17 15 0 30 Jun 2020
$On the Optimal Weighted $\ell_2$ Regularization in Overparameterized Linear Regression$ On the Optimal Weighted $\ell_2$ Regularization in Overparameterized Linear Regression Denny Wu Ji Xu 75 123 0 10 Jun 2020
Optimal Regularization Can Mitigate Double Descent Preetum Nakkiran Prayaag Venkat Sham Kakade Tengyu Ma 85 133 0 04 Mar 2020
Ridge Regression: Structure, Cross-Validation, and Sketching Sifan Liu Yan Sun CML 115 48 0 06 Oct 2019
Distributed linear regression by averaging Yan Sun Yueqi Sheng FedML 82 66 0 30 Sep 2018