Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation

Abstract: In this paper, we present a novel generative adversarial network (GAN) that can describe Markovian temporal dynamics. To generate stochastic sequential data, we introduce a novel stochastic differe...
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