(Conditional) generative adversarial networks (GANs) have had great success in recent years, due to their ability to approximate (conditional) distributions over extremely high-dimensional spaces.

Godambe & Thompson (1974) characterized optimum estimating equations for some situations when the underlying frequency function contained a nuisance parameter. In the present paper the nuisance ...

A one-dimensional conditional procedure defines a partition of the sample space into curves which can be represented by means of a unit vector field. A formula is given for the conditional ...