NMF_MPBB
A Matlab implementation of the monotone projected Barzilai–Borwein method for nonnegative matrix factorization.
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The accompanying paper can be found at http://www.sciencedirect.com/science/article/pii/S0893965915000087
Please cite the accompanying paper:
Yakui Huang, Hongwei Liu, Sha Zhou. An efficient monotone projected Barzilai--Borwein method for nonnegative matrix factorization. Applied Mathematics Letters, 45: 12-17, 2015.
Remark: This code applies to an input matrix V (m x n) with m > n. If m <=n, applies it to V^T is faster.
On can send comments by email to huangyakui2006@gmail.com. Any comment is welcomed!
Cite As
Yakui Huang, Hongwei Liu, Sha Zhou. An efficient monotone projected Barzilai--Borwein method for nonnegative matrix factorization. Applied Mathematics Letters, 45: 12-17, 2015.
General Information
- Version 1.0.0 (3.19 KB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 1.0.0 |
