Peng Wang

activity

20202023

most citedRepro Samples Method for Finite- and Large-Sample Inferences

7 citations · 13 across the 8 of their papers we have counts for

collaborators

Showing 2021Show all

2 papers · 1 filter

math.OC2021

Linear Convergence of a Proximal Alternating Minimization Method with Extrapolation for $ℓ_{1}$ -Norm Principal Component Analysis

Peng Wang, Huikang Liu, Anthony Man-Cho So

A popular robust alternative of the classic principal component analysis (PCA) is the $ℓ_{1}$ -norm PCA (L1-PCA), which aims to find a subspace that captures the most variation in…

math.OC2021★ 3 cited

Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method

Peng Wang, Huikang Liu, Zirui Zhou +1

In this paper, we study the problem of exact community recovery in the symmetric stochastic block model, where a graph of $n$ vertices is randomly generated by partitioning the ver…

Linear Convergence of a Proximal Alternating Minimization Method with Extrapolation for ℓ1​-Norm Principal Component Analysis

Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method

Linear Convergence of a Proximal Alternating Minimization Method with Extrapolation for $ℓ_{1}$ -Norm Principal Component Analysis