Question: Write down the optimization problem solved in a naive GAN. Assuming that one can differentiate withrespect - to functions, derive an expression for the optimal

Write down the optimization problem solved in a naive GAN. Assuming that one can differentiate withrespect-
to functions, derive an expression for the optimal critic function and show that the optimal discriminator
is a binary classifier between the samples of the true and generated data distributio

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