Stein Variational Online Changepoint Detection with Applications to Hawkes Processes and Neural Networks

Gianluca Detommaso, Hanne Hoitzing, Tiangang Cui +1

Bayesian online changepoint detection (BOCPD) (Adams & MacKay, 2007) offers a rigorous and viable way to identify changepoints in complex systems. In this work, we introduce a Stei…