Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems

Yang You, James Demmel, Cho-Jui Hsieh +1

We propose two new methods to address the weak scaling problems of KRR: the Balanced KRR (BKRR) and K-means KRR (KKRR). These methods consider alternative ways to partition the inp…