Conditional Score Learning for Quickest Change Detection in Markov Transition Kernels

Wuxia Chen, Taposh Banerjee, Vahid Tarokh

We address the problem of quickest change detection in Markov processes with unknown transition kernels. The key idea is to learn the conditional score $\nabla_{\mathbf{y}} \log p(…