6 citations · 7 across the 3 of their papers we have counts for
3 papers
Gaussian Database Alignment and Gaussian Planted Matching
Osman Emre Dai, Daniel Cullina, Negar Kiyavash
Database alignment is a variant of the graph alignment problem: Given a pair of anonymized databases containing separate yet correlated features for a set of users, the problem is…
Database Alignment with Gaussian Features
Osman Emre Dai, Daniel Cullina, Negar Kiyavash
We consider the problem of aligning a pair of databases with jointly Gaussian features. We consider two algorithms, complete database alignment via MAP estimation among all possibl…
Analysis of a Canonical Labeling Algorithm for the Alignment of Correlated Erdős-Rényi Graphs
Osman Emre Dai, Daniel Cullina, Negar Kiyavash +1
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…