Efficient Multiple Incremental Computation for Kernel Ridge Regression with Bayesian Uncertainty Modeling

Bo-Wei Chen, Nik Nailah Binti Abdullah, Sangoh Park

This study presents an efficient incremental/decremental approach for big streams based on Kernel Ridge Regression (KRR), a frequently used data analysis in cloud centers. To avoid…