Locally Regularized Sparse Graph by Fast Proximal Gradient Descent

Dongfang Sun, Yingzhen Yang

Sparse graphs built by sparse representation has been demonstrated to be effective in clustering high-dimensional data. Albeit the compelling empirical performance, the vanilla spa…