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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 vertices is randomly generated by partitioning the ver…
math.OC2018★ 2 cited
On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition
Man-Chung Yue, Zirui Zhou, Anthony Man-Cho So
In this paper we consider the cubic regularization (CR) method for minimizing a twice continuously differentiable function. While the CR method is widely recognized as a globally c…