VFunc: a Deep Generative Model for Functions

11 Jul 2018Philip BachmanRiashat IslamAlessandro SordoniZafarali Ahmed

We introduce a deep generative model for functions. Our model provides a joint distribution p(f, z) over functions f and latent variables z which lets us efficiently sample from the marginal p(f) and maximize a variational lower bound on the entropy H(f)... (read more)

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