Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates We establish optimal convergence rates for a decomposition-based scalable approach to kernel ridge regression. The method is simple to describe: it randoml... Y Zhang,JC Duchi,MJ Wainwright - 《Journal of...