10 citations · 16 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 10 cited
Causal Discovery with Cascade Nonlinear Additive Noise Models
Ruichu Cai, Jie Qiao, Kun Zhang +2
Identification of causal direction between a causal-effect pair from observed data has recently attracted much attention. Various methods based on functional causal models have bee…
cs.AI2017★ 6 cited
SADA: A General Framework to Support Robust Causation Discovery with Theoretical Guarantee
Ruichu Cai, Zhenjie Zhang, Zhifeng Hao
Causation discovery without manipulation is considered a crucial problem to a variety of applications. The state-of-the-art solutions are applicable only when large numbers of samp…