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Extend Quantum Edward so that it does GAN #8

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rrtucci opened this issue Jun 30, 2018 · 0 comments
Open

Extend Quantum Edward so that it does GAN #8

rrtucci opened this issue Jun 30, 2018 · 0 comments

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@rrtucci
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rrtucci commented Jun 30, 2018

Dustin Tran's Edward uses Black Box Variational Inference BBVI on neural networks to do classification. Can BBVI also be used to do GAN (Generative Adversarial Networks) ?
Yes, see https://arxiv.org/abs/1804.03429

Can this be generalized to quantum mechanics, i.e. can one use BBVI to do classification and GAN on a quantum computer? Probably yes. Quantum Edward already does classification. It should be possible to extend the techniques already in use in Quantum Edward so as to do GAN too.

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