Generalization Error and the Expected Network Complexity
–Neural Information Processing Systems
E represents the expectation on random number K of hidden units (1:::; I\:::; n). This relationship makes it possible to characterize explicitly how a regularization term affects bias/variance of networks.
Neural Information Processing Systems
Dec-31-1994