Learning Theory of Distributed Regression with Bias Corrected Regularization Kernel Network

Zhengchu Guo, Lei Shi, Qiang Wu

Distributed learning is an effective way to analyze big data. In distributed regression, a typical approach is to divide the big data into multiple blocks, apply a base regression…