5 citations · 23 across the 12 of their papers we have counts for
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math.NA2021★ 2 cited
The intrinsic Toeplitz structure and its applications in algebraic Riccati equations
Zhen-Chen Guo, Xin Liang
In this paper we derive a Toeplitz-structured closed form of the unique positive semi-definite stabilizing solution for the discrete-time algebraic Riccati equations, especially fo…
cs.LG2021★ 3 cited
On the Optimality of the Oja's Algorithm for Online PCA
Xin Liang
In this paper we analyze the behavior of the Oja's algorithm for online/streaming principal component subspace estimation. It is proved that with high probability it performs an ef…