We define an idealized evaluation metric based on whether p model is close to a reference distribution p ref , which is generally human-generated.
1 consider a random variable y drawn from either the reference or the model based on an indicator z ∼ Bernoulli 1 2 : Define L * to be twice the lowest possible error over any discriminator f that attempts to determine z based on x and y: Obstacles.