166 citations · 256 across the 15 of their papers we have counts for
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stat.ML2018★ 47 cited
First-order Newton-type Estimator for Distributed Estimation and Inference
Xi Chen, Weidong Liu, Yichen Zhang
This paper studies distributed estimation and inference for a general statistical problem with a convex loss that could be non-differentiable. For the purpose of efficient computat…
stat.ME2018★ 166 cited
Quantile Regression Under Memory Constraint
Xi Chen, Weidong Liu, Yichen Zhang
This paper studies the inference problem in quantile regression (QR) for a large sample size but under a limited memory constraint, where the memory can only store a small batc…