Search Results for author: Xue Yu

Found 2 papers, 2 papers with code

An adaptive shortest-solution guided decimation approach to sparse high-dimensional linear regression

1 code implementation28 Nov 2022 Xue Yu, Yifan Sun, HaiJun Zhou

High-dimensional linear regression model is the most popular statistical model for high-dimensional data, but it is quite a challenging task to achieve a sparse set of regression coefficients.

regression

Clustered Federated Learning based on Nonconvex Pairwise Fusion

1 code implementation8 Nov 2022 Xue Yu, Ziyi Liu, Wu Wang, Yifan Sun

We propose a clustered FL framework that incorporates a nonconvex penalty to pairwise differences of parameters.

Federated Learning

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