Embedding networks with the random walk first return time distribution

Vedanta Thapar, Renaud Lambiotte, George T. Cantwell

We propose the first return time distribution (FRTD) of a random walk as an interpretable and mathematically grounded node embedding. The FRTD assigns a probability mass function t…