Abstract: We consider stochastic optimization problems with non-convex functional constraints, such as those arising in trajectory generation, sparse approximation, and robust classification. To this ...
Objectives To compare hospitalisation rates, intensive care unit (ICU) admissions and mortality for patients with COVID-19 who were consistently inactive, doing some activity or consistently meeting ...
Abstract: We consider the minimization of $\ell _{1}$-regularized least-squares problems. A recent optimization approach uses successive convex approximations with an exact line search, which is ...
Background The aetiology and pathogenesis of IBD are intricate, involving genetic and environmental factors. Notably, cigarette smoking has contrasting effects, being detrimental to Crohn’s disease ...
Objectives To explore the factors influencing medication adherence and the medication needs of patients with schizophrenia when living in a community in China. Design A qualitative study. Setting ...