Innovating in a learning community : emergence of an open information infrast…

Generalized Domain Conditioned Adaptation Network

Domain adaptation (DA) attempts to transfer knowledge learned in the labeled source domain to the unlabeled but related target domain without requiring large amounts of target supervision. Recent a…

Nonparametric Estimation of Conditional Expectation with Auxiliary Informatio…

Nonparametric estimation of the conditional expectation E(Y|U) of an outcome Y given a covariate vector U is of primary importance in many statistical applications such as prediction and personaliz…