IEEE

Bias-Corrected Joint Spectral Embedding for Multilayer Networks With Invariant Subspace: Entrywise Eigenvector Perturbation and Inference

Abstract: In this paper, we propose to estimate the invariant subspace across heterogeneous multiple networks using a novel bias-corrected joint spectral embedding algorithm. The proposed algorithm ...
marktechpost

Quantized Eigenvector Matrices for 4-bit Second-Order Optimization of Deep Neural Networks

Deep neural networks (DNNs) have achieved remarkable success across various fields, including computer vision, natural language processing, and speech recognition. This success is largely attributed ...
GitHub

how to understand the eigenvector of the foreground object should have a larger absolute value than the one of the background?

Thank you very much for your contribution. I don't quite understand the paragraph in your paper. Could you please explain it? The original text is as follows: Intuitively, di < dj if vi belongs to the ...
IEEE

Iterative Generalized Eigenvector Precoder With Deterministic Equivalents for 3D Massive MIMO

Abstract: In this paper, we propose an iterative generalized eigenvector (GE) precoder design for three dimensional (3D) massive multi-input multi-output (MIMO) downlink with uniform planar array (UPA ...
Frontiers

Altered Functional Network Associated With Cognitive Performance in Early Parkinson Disease Measured by Eigenvector Centrality Mapping

Objective: To investigate relationships between whole-brain functional changes and the performance of multiple cognitive functions in early Parkinson’s disease (PD). Methods: In the current study, we ...
Scientific Research Publishing

Saaty, T.L. (2003) Decision-Making with the AHP: Why Is the Principal Eigenvector Necessary. European Journal of Operational Research, 145, 85-89.

ABSTRACT: Cloud computing is an emerging paradigm with many applications that are integrated with IT organization having the freedom to migrate services between different physical servers. Analytic ...