A value for cooperative games with coalition and probabilistic graph structures
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Combinatorial Optimization"
DOI: 10.1007/s10878-021-00805-2
Abstract: In this paper we generalize TU-games with coalition and graph structures to TU-games with coalition and probabilistic graph structures. We introduce the probabilistic graph-partition value and we show that the value is uniquely determined by… read more here.
Keywords: graph; graph structures; value; probabilistic graph ... See more keywords
Learning Low-Dimensional Latent Graph Structures: A Density Estimation Approach
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2019.2917696
Abstract: We aim to automatically learn a latent graph structure in a low-dimensional space from high-dimensional, unsupervised data based on a unified density estimation framework for both feature extraction and feature selection, where the latent structure… read more here.
Keywords: graph structures; density estimation; latent graph; structure ... See more keywords