An Identity for Kernel Ridge Regression
  This paper derives an identity connecting the square loss of ridge regression in on-line mode with the loss of the retrospectively best regressor. Some corollaries about the properties of the cumulative loss of on-line ridge regression are also obtained. 
Fedor Zhdanov and Yuri Kalnishkan
cs.LG