Abstract: This brief investigates distributed and adaptive estimation of streaming data based nonlinear graph filters. To begin with, a new distributed polynomial filter for nonlinear graphs is ...

Abstract: Factor graphs have recently gained increasing attention as a unified framework for representing and constructing algorithms for signal processing, estimation, and control. One capability ...

This repository contains the official code for the paper "Nonlinear modified PageRank problem for local graph partitioning", available online at arXiv. In this work, we developed a new method for ...

Worked under a professor to improve upon the work done by him in his research paper, "Featured Graph Coarsening with Similarity Guarantees". Incorporated train-validation-testing split of the dataset ...

ABSTRACT: Let G be a graph and A=(aij)n×n be the adjacency matrix of G, the eigenvalues of A are said to be the eigenvalues of the graph G, and to form the spectrum of this graph. The numbers of ...

Our past columns have emphasized repeatedly that modeling is the single most important activity in mechatronics, which is becoming the design process of choice for successful multidisciplinary systems ...