most citedCausalGAN: Learning Causal Implicit Generative Models with Adversarial Training

73 citations · 73 across the 1 of their papers we have counts for

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cs.LG2017★ 73 cited

CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training

Murat Kocaoglu, Christopher Snyder, Alexandros G. Dimakis +1

We propose an adversarial training procedure for learning a causal implicit generative model for a given causal graph. We show that adversarial training can be used to learn a gene…