Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single ...

Statistical Science, Vol. 27, No. 4, Special Issue on Sparsity and Regularization Methods (November 2012), pp. 538-557 (20 pages) High-dimensional statistical inference deals with models in which the ...

During training, only the parameters of the generator are transmitted between the central server and local devices. The discriminators on the local devices update their regularization terms based on ...

This is a preview. Log in through your library . Abstract We investigate a class of reinforcement learning dynamics where players adjust their strategies based on their actions' cumulative payoffs ...