We study network resource allocation under information asymmetry, i.e., users have private information regarding their utility functions. The service provider would like to design an incentive-compatible pricing scheme to maximize the social welfare. It is well known that there is a market...

We consider incentive compensation where the firm has ambiguity on the effort-contingent output distribution: the parameters of the output probability distribution are in an ellipsoidal uncertainty set. The firm evaluates any contract by its worst-case performance over all possible parameters in...