Pseudo-Hermitian anti-Hermitian ensemble of Gaussian matrices.
Sign Up to like & getrecommendations! Published in 2017 at "Physical Review E"
DOI: 10.1103/physreve.96.012154
Abstract: It is shown that the ensemble of pseudo-Hermitian Gaussian matrices recently introduced gives rise in a certain limit to an ensemble of anti-Hermitian matrices whose eigenvalues have properties directly related to those of the chiral… read more here.
Keywords: hermitian ensemble; hermitian anti; pseudo hermitian; ensemble gaussian ... See more keywords
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2021.3122095
Abstract: In the past decade, semi-supervised learning (SSL) over graphs has gained popularity due to its importance in a gamut of network science applications. While most of existing SSL methods provide only point estimates of the… read more here.
Keywords: processes online; ensemble gaussian; online learning; scalability ... See more keywords