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Transfer learning for tensor Gaussian graphical models

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trans_tensorGGM

Transfer learning for tensor Gaussian graphical models

Maintainer

Mingyang Ren renmingyang17@mails.ucas.ac.cn

Publication

Ren, M., Zhen, Y., & Wang, J. (2024). Transfer learning for tensor Gaussian graphical models. Journal of Machine Learning Research, 25(396), 1-40.

Usage

  1. function.R: This file includes all main functions to implement the proposed method. Detailed descriptions and usage of these functions are also provided in this R file.

  2. sim-func.R: This file includes functions for generating simulated data and evaluating the performance of the proposed method.

  3. example.R: This file is used to conduct simulation studies.

  4. data.analysis.main.R: This file is used to perform analysis for ADHD-200 brain imaging data.

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Transfer learning for tensor Gaussian graphical models

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