Mean-field inference of Hawkes point processes.
Emmanuel BacryStéphane GaïffasIacopo MastromatteoJean-François MuzyPublished in: CoRR (2015)
Keyphrases
- point processes
- belief networks
- monte carlo
- bayesian inference
- loopy belief propagation
- hot spots
- exact inference
- probabilistic inference
- markov chain monte carlo
- markov random field
- variational approximation
- conditional random fields
- spatial analysis
- markov networks
- structured prediction
- graphical models
- variational inference
- data mining
- bayesian networks
- data analysis
- em algorithm
- posterior distribution
- case study