Matrix Factorization - clover3/Roland GitHub Wiki

h1. Matrix Factorization

• PCA(Principal Component Analysis)

• SVD(Singular Value Decomposition)

• 2DSVD

• higher order SVD

• L-1 regularization

• 다른 복잡한 방법에 비해서 구현이 쉽고 분산환경, 대용량 환경에 적합함.

Tensor Decomposition and Applications

Review Paper : http://epubs.siam.org/doi/pdf/10.1137/07070111X