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Generative Adversarial Networks for Markovian Temporal Dynamics:
Stochastic Continuous Data Generation
Sung Woo Park 1 Dong Wook Shu 1 Junseok Kwon 1
Abstract probability distribution Xt pt , which has the following
formulation:
In this paper, we present a novel generative adver-
sarial network (GAN) that can describe Marko- dXtx = f (Xt , t, θ)dt + Σ(Xt , θ)dWt , x pt=0 , (1)
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