SGCCA_2023

Codes for ''Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration based Approach''

Overview of this repository

A description on the files contained in this repository.

SGCCA_2023
├── baselines
|   ├── solvers.m
|       └── ...
|   ├── SCGCCA.m
|   ├── PDD.m
|   ├── cal_AROC.m
|   ├── cal_G_error.m
|   ├── cal_acc.m
|   ├── cal_correlation.m
|   ├── cal_spare.m
|   └── stratup.m
├── 
├── ...

Additional references

• Based on the suggestions of the authors of ''An Efficient Newton-Based Method for Sparse Generalized Canonical Correlation Analysis'', we implemented their codes based on CSpark as SCGCCA.m.

• Thanks for the authors of ''Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data'' for providing their codes, and we presented the parts of the codes we used as PDD.m.

If you have problems about the code or paper, please feel free to contact me or raise issues here.