Closed testing procedures for all pairwise comparisons in a randomized block design
Sign Up to like & getrecommendations! Published in 2018 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2017.1359302
Abstract: ABSTRACT We consider multiple comparison test procedures among treatment effects in a randomized block design. We propose closed testing procedures based on maximum values of some two-sample t test statistics and based on F test… read more here.
Keywords: randomized block; testing procedures; block design; closed testing ... See more keywords
Decentralized Randomized Block-Coordinate Frank–Wolfe Algorithms for Submodular Maximization Over Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2021.3112691
Abstract: We consider decentralized large-scale continuous submodular constrained optimization problems over networks, where the goal is to maximize a sum of nonconvex functions with diminishing returns property. However, the computations of the projection step and the… read more here.
Keywords: randomized block; tex math; inline formula; block coordinate ... See more keywords
Randomized Block Frank–Wolfe for Convergent Large-Scale Learning
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2017.2755597
Abstract: Owing to their low-complexity iterations, Frank–Wolfe (FW) solvers are well suited for various large-scale learning tasks. When block-separable constraints are present, randomized block FW (RB-FW) has been shown to further reduce complexity by updating only… read more here.
Keywords: large scale; block; randomized block; frank wolfe ... See more keywords