activity
20192023
most citedChange Detection of Markov Kernels with Unknown Pre and Post Change Kernel

10 citations · 13 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

eess.SY2023★ 2 cited

Model-Free Change Point Detection for Mixing Processes

Hao Chen, Abhishek Gupta, Yin Sun +1

This paper considers the change point detection problem under dependent samples. In particular, we provide performance guarantees for the MMD-CUSUM test under exponentially , $β…

stat.ML2023★ 1 cited

Hoeffding's Inequality for Markov Chains under Generalized Concentrability Condition

Hao Chen, Abhishek Gupta, Yin Sun +1

This paper studies Hoeffding's inequality for Markov chains under the generalized concentrability condition defined via integral probability metric (IPM). The generalized concentra…