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20142025
most citedCausalGAN: Learning Causal Implicit Generative Models with Adversarial Training

73 citations · 130 across the 17 of their papers we have counts for

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Showing 2016Show all

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cs.AI2016

Entropic Causal Inference

Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath +1

We consider the problem of identifying the causal direction between two discrete random variables using observational data. Unlike previous work, we keep the most general functiona…

cs.LG2016★ 5 cited

Contextual Bandits with Latent Confounders: An NMF Approach

Rajat Sen, Karthikeyan Shanmugam, Murat Kocaoglu +2

Motivated by online recommendation and advertising systems, we consider a causal model for stochastic contextual bandits with a latent low-dimensional confounder. In our model, the…