no code implementations • 22 Mar 2022 • Souvik Dhara, Julia Gaudio, Elchanan Mossel, Colin Sandon
Spectral algorithms are an important building block in machine learning and graph algorithms.
no code implementations • 4 Nov 2021 • Aman Barot, Shankar Bhamidi, Souvik Dhara
With the increasing relevance of large networks in important areas such as the study of contact networks for spread of disease, or social networks for their impact on geopolitics, it has become necessary to study machine learning tools that are scalable to very large networks, often containing millions of nodes.