SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression Steve Yadlowsky

Neural Information Processing Systems 

Recently, Sur and Candès [2019] showed that these issues can be corrected by applying a new approximation of the MLE's sampling distribution in this high-dimensional regime.