An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning

Guoqiang Zhong, Li-Na Wang, Junyu Dong

Since about 100 years ago, to learn the intrinsic structure of data, many representation learning approaches have been proposed, including both linear ones and nonlinear ones, supe…