5 citations · 5 across the 2 of their papers we have counts for
3 papers
Interwoven SDP in Primal-Dual Proximal Splitting Methods for Adjustable Robust Convex Optimisation with SOS-Convex Polynomial Constraints
Neil D. Dizon, Bethany I. Caldwell, Vaithilingam Jeyakumar +1
We propose a novel methodology for solving a two-stage adjustable robust convex optimisation problem with a general (proximable) convex objective function and constraints defined b…
Generalized Metric Subregularity with Applications to High-Order Regularized Newton Methods
Guoyin Li, Boris Mordukhovich, Jiangxing Zhu
This paper pursues a twofold goal. First, we introduce and study in detail a new notion of variational analysis called generalized metric subregularity, which is a far-going extens…
SOS Tensor Decomposition: Theory and Applications
Haibin Chen, Guoyin Li, Liqun Qi
In this paper, we examine structured tensors which have sum-of-squares (SOS) tensor decomposition, and study the SOS-rank of SOS tensor decomposition. We first show that several cl…