no code implementations • 5 Jul 2023 • Osman Emre Dai, Daniel Cullina, Negar Kiyavash
We study an instance of the database alignment problem with multivariate Gaussian features and derive results that apply both for database alignment and for planted matching, demonstrating the connection between them.
no code implementations • 4 Mar 2019 • Osman Emre Dai, Daniel Cullina, Negar Kiyavash
We consider the problem of aligning a pair of databases with jointly Gaussian features.
no code implementations • 25 Apr 2018 • Osman Emre Dai, Daniel Cullina, Negar Kiyavash, Matthias Grossglauser
Graph alignment in two correlated random graphs refers to the task of identifying the correspondence between vertex sets of the graphs.