Guilherme Augusto Zagatti

Learning multivariate temporal point processes via the time-change theorem

Marked temporal point processes (TPPs) are a class of stochastic processes that describe the occurrence of a countable number of marked events over continuous time. In machine learning, the most common representation of marked TPPs is the univariate TPP coupled with a conditional mark distribution.…