Makan Arastuie

CHIP: A Hawkes Process Model for Continuous-time Networks with Scalable and Consistent Estimation

In many application settings involving networks, such as messages between users of an on-line social network or transactions between traders in financial markets, the observed data consist of timestamped relational events, which form a continuous-time network. We propose the Community Hawkes Indepen…