Negar Kiyavash
3 papers in the PaperMetrix corpus
Papers by this author
-
Efficient Neighborhood Selection for Gaussian Graphical Models
2015 · arXiv (Cornell University)
This paper addresses the problem of neighborhood selection for Gaussian graphical models. We present two heuristic algorithms: a forward-backward greedy algorithm for general Gaussian graphical models based on mutual information test, and a threshold-based algorithm …
-
Analysis of a Canonical Labeling Algorithm for the Alignment of Correlated Erdős-Rényi Graphs
2019
Graph alignment in two correlated random graphs refers to the task of identifying the correspondence between vertex sets of the graphs. Recent results have characterized the exact information-theoretic threshold for graph alignment in correlated Erdős-Rényi …
-
Analysis of a Canonical Labeling Algorithm for the Alignment of Correlated Erd\H{o}s-R\'enyi Graphs
2018 · arXiv (Cornell University)
Graph alignment in two correlated random graphs refers to the task of identifying the correspondence between vertex sets of the graphs. Recent results have characterized the exact information-theoretic threshold for graph alignment in correlated Erd\H{o}s-R\'enyi …