259 citations · 2.9k across the 123 of their papers we have counts for
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math.OC2018★ 1 cited
Newton-MR: Inexact Newton Method With Minimum Residual Sub-problem Solver
Fred Roosta, Yang Liu, Peng Xu +1
We consider a variant of inexact Newton Method, called Newton-MR, in which the least-squares sub-problems are solved approximately using Minimum Residual method. By construction, N…
math.OC2018★ 28 cited
Inexact Non-Convex Newton-Type Methods
Zhewei Yao, Peng Xu, Farbod Roosta-Khorasani +1
For solving large-scale non-convex problems, we propose inexact variants of trust region and adaptive cubic regularization methods, which, to increase efficiency, incorporate vario…