Machine Learning, Deep Learning, Neural Networks, Data Science, Towards Data Science.
will show, through an example, that the problems GANs try to tackle can be expressed as random variable generation problems. In section 3 we will discuss matching based generative networks and show how they answer problems described in section 2. Finally in section 4 we will introduce GANs. More