139 citations · 725 across the 72 of their papers we have counts for
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math.ST2020★ 7 cited
Power Iteration for Tensor PCA
Jiaoyang Huang, Daniel Z. Huang, Qing Yang +1
In this paper, we study the power iteration algorithm for the spiked tensor model, as introduced in [44]. We give necessary and sufficient conditions for the convergence of the pow…
math.ST2020
Sparse Confidence Sets for Normal Mean Models
Yang Ning, Guang Cheng
In this paper, we propose a new framework to construct confidence sets for a -dimensional unknown sparse parameter under the normal mean model . A key featu…
math.ST2020★ 11 cited
On Deep Instrumental Variables Estimate
Ruiqi Liu, Zuofeng Shang, Guang Cheng
The endogeneity issue is fundamentally important as many empirical applications may suffer from the omission of explanatory variables, measurement error, or simultaneous causality.…