Laplacian eigenvalue distribution and graph parameters
Sign Up to like & getrecommendations! Published in 2022 at "Linear Algebra and its Applications"
DOI: 10.1016/j.laa.2021.09.012
Abstract: Abstract Let G be a graph and I be an interval. In this paper, we present bounds for the number m G I of Laplacian eigenvalues in I in terms of structural parameters of G.… read more here.
Keywords: graph parameters; laplacian eigenvalue; eigenvalue distribution; distribution graph ... See more keywords
Mixture Distribution Graph Network for Few Shot Learning
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Cognitive and Developmental Systems"
DOI: 10.1109/tcds.2021.3075280
Abstract: Few-shot learning aims at heuristically resolving new tasks with limited labeled data; most of the existing approaches are affected by knowledge learned from similar experiences. However, inter-class barriers and new samples insufficiency limit the transfer… read more here.
Keywords: mixture distribution; shot learning; shot; distribution graph ... See more keywords