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Found 5 papers, 4 papers with code
An embedding-based distance for temporal graphs
We define a distance between temporal graphs based on graph embeddings built using time-respecting random walks.
Decentralized Privacy-Preserving Proximity Tracing
This document describes and analyzes a system for secure and privacy-preserving proximity tracing at large scale.
Cryptography and Security Computers and Society
DyANE: Dynamics-aware node embedding for temporal networks
We show that the resulting embedding vectors are useful for prediction tasks related to paradigmatic dynamical processes, namely epidemic spreading over empirical temporal networks.
Simplicial models of social contagion
Complex networks have been successfully used to describe the spreading of a disease in populations of interacting individuals.
Physics and Society
Global disease spread: statistics and estimation of arrival times
We study metapopulation models for the spread of epidemics in which different subpopulations (cities) are connected by fluxes of individuals (travelers).
Populations and Evolution Statistical Mechanics
