We present novel model frameworks and inference procedures for stochastic point processes on dynamic networks. The point process can be defined for a random phenomenon that spreads among the network nodes, and for the temporally evolving network itself. Methods development is motivated by the...

Blockchain technology has attracted a lot of attention as the basis of the decentralized digital currency Bitcoin. Its key advantage is that it enables multiple parties to reach consensus without the need for mutual trust. A well-known tradeoff in blockchain networks arises between their...