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math.NA2018★ 21 cited
Coordinate-wise descent methods for leading eigenvalue problem
Yingzhou Li, Jianfeng Lu, Zhe Wang
Leading eigenvalue problems for large scale matrices arise in many applications. Coordinate-wise descent methods are considered in this work for such problems based on a reformulat…
math.NA2017★ 10 cited
The full configuration interaction quantum Monte Carlo method in the lens of inexact power iteration
Jianfeng Lu, Zhe Wang
In this paper, we propose a general analysis framework for inexact power iteration, which can be used to efficiently solve high dimensional eigenvalue problems arising from quantum…