10 citations · 27 across the 17 of their papers we have counts for
4 papers · 1 filter
A variable metric mini-batch proximal stochastic recursive gradient algorithm with diagonal Barzilai-Borwein stepsize
Tengteng Yu, Xin-Wei Liu, Yu-Hong Dai +1
Variable metric proximal gradient methods with different metric selections have been widely used in composite optimization. Combining the Barzilai-Borwein (BB) method with a diagon…
Equipping Barzilai-Borwein method with two dimensional quadratic termination property
Yakui Huang, Yu-Hong Dai, Xin-Wei Liu
A novel gradient stepsize is derived at the motivation of equipping the Barzilai-Borwein (BB) method with two dimensional quadratic termination property. A remarkable feature of th…
A primal-dual interior-point relaxation method with global and rapidly local convergence for nonlinear programs
Xin-Wei Liu, Yu-Hong Dai, Ya-Kui Huang
Based on solving an equivalent parametric equality constrained mini-max problem of the classic logarithmic-barrier subproblem, we present a novel primal-dual interior-point relaxat…
On the acceleration of the Barzilai-Borwein method
Yakui Huang, Yu-Hong Dai, Xin-Wei Liu +1
The Barzilai-Borwein (BB) gradient method is efficient for solving large-scale unconstrained problems to the modest accuracy and has a great advantage of being easily extended to s…