amseej / fancl

Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code

FaNCL

Matlab code for:

1. Q.Yao, J.T.Kwok, W.Zhong. Fast Low-Rank Matrix Learning with Nonconvex Regularization. IEEE International Conference on Data Mining (ICDM), Atlantic City, NJ, USA, Nov 2015

2. Q. Yao, J. Kwok, T. Wang, T. Liu. Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2018

The code is verified with Matlab 2015a + windows 8.1 64bit + Visual Studio 2012. If wrong with mex files, please re-complie .c files with your local compiler in Matlab.

If any bug is found, feel free to contact the author, contact information can be found at: http://www.cse.ust.hk/~qyaoaa/