16 citations · 25 across the 8 of their papers we have counts for
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math.ST2019
Statistical Inferences of Linear Forms for Noisy Matrix Completion
Dong Xia, Ming Yuan
We introduce a flexible framework for making inferences about general linear forms of a large matrix based on noisy observations of a subset of its entries. In particular, under mi…
math.ST2019
Normal Approximation and Confidence Region of Singular Subspaces
Dong Xia
This paper is on the normal approximation of singular subspaces when the noise matrix has i.i.d. entries. Our contributions are three-fold. First, we derive an explicit representat…