Minimax Optimal Two-Stage Algorithm For Moment Estimation Under Covariate Shift

Zhen Zhang, Xin Liu, Shaoli Wang +1

Covariate shift occurs when the distribution of input features differs between the training and testing phases. In covariate shift, estimating an unknown function's moment is a cla…