57 citations · 144 across the 21 of their papers we have counts for
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stat.ML2018★ 3 cited
Confounder Detection in High Dimensional Linear Models using First Moments of Spectral Measures
Furui Liu, Laiwan Chan
In this paper, we study the confounder detection problem in the linear model, where the target variable is predicted using its potential causes . Based…
stat.ML2018★ 28 cited
Causal Inference on Discrete Data via Estimating Distance Correlations
Furui Liu, Laiwan Chan
In this paper, we deal with the problem of inferring causal directions when the data is on discrete domain. By considering the distribution of the cause and the conditional…