Revisiting Random Binning Features: Fast Convergence and Strong Parallelizability

Lingfei Wu, Ian E. H. Yen, Jie Chen +1

Kernel method has been developed as one of the standard approaches for nonlinear learning, which however, does not scale to large data set due to its quadratic complexity in the nu…