On-Line Monitoring (OLM) of a channel’s calibration state evaluates instrument channel performance by assessing its consistency with other plant indications. Industry and experience at several plants has shown this overall approach to be very effective in identifying instrument channels that are exhibiting degrading or inconsistent performance characteristics. The Halden Reactor Project has dev...

Abstract. We propose a prox-type method with efficiency estimate O(2−1) for approximating saddle points of convex-concave C1,1 functions and solutions of variational inequalities with monotone Lipschitz continuous operators. Application examples include matrix games, eigenvalue minimization and computing Lovasz capacity number of a graph and are illustrated by numerical experiments with large-s...

In this short survey, I revisit the role of the proximal point method in large scale optimization. I focus on three recent examples: a proximally guided subgradient method for weakly convex stochastic approximation, the prox-linear algorithm for minimizing compositions of convex functions and smooth maps, and Catalyst generic acceleration for regularized Empirical Risk Minimization.

The aim of the current study was to attempt replicate finding that individual alpha frequency (IAF) as well absolute difference between IAF and 10 Hz stimulation (IAF-prox) is related treatment outcome. Correlations were performed investigate relationship IAF-prox percentage symptom improvement in a sample 153 patients with major depressive disorder treated (N = 59) left dorsolateral prefrontal...

PURPOSE To investigate the expression of lymphatic endothelial cell (LEC) markers in tissues of the anterior eye segment. METHODS Sections of human anterior segments from eight eyes of eight donors (37-100 years) were stained for Vegf-R3, Prox-1, Lyve-1, Pdpn, Pcx, CCR7, Ccl19, Ccl21, and CD68. Pdpn localization was additionally analyzed by immunogold labeling on sections of five eyes. Expres...

This document contains supplementary material. In particular, additional segmentation results are shown and validation results are presented. Further, this document contains the full derivations of the prox operators, the ADMM dual energy, and the derivation of the estimate of the relaxed dual energy.

Abstract: We prove an existence and uniqueness result for the solutions to the Skorokhod problem on uniformly prox-regular sets through a deterministic approach. This result can be applied in order to investigate some regularity properties of the value function for differential games with reflection on the boundary.