4 citations · 6 across the 2 of their papers we have counts for
2 papers
math.OC2021★ 2 cited
Convergence analysis of stochastic higher-order majorization-minimization algorithms
Daniela Lupu, Ion Necoara
Majorization-minimization schemes are a broad class of iterative methods targeting general optimization problems, including nonconvex, nonsmooth and stochastic. These algorithms mi…
math.OC2020★ 4 cited
A systematic approach to general higher-order majorization-minimization algorithms for (non)convex optimization
Ion Necoara, Daniela Lupu
Majorization-minimization algorithms consist of successively minimizing a sequence of upper bounds of the objective function so that along the iterations the objective function dec…