Distributed Sparse Precision Matrix Estimation via Alternating Block-Based Gradient Descent

Precision matrices can efficiently exhibit the correlation between variables and they have received much attention in recent years. When one encounters large datasets stored in different locations and when data sharing is not allowed, the implementation of high-dimensional precision matrix estimatio...

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Bibliographic Details
Main Authors: Wei Dong, Hongzhen Liu
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/5/646