2 citations · 2 across the 1 of their papers we have counts for
3 papers
Consistent DAG selection for Bayesian causal discovery under general error distributions
Anamitra Chaudhuri, Anirban Bhattacharya, Yang Ni
We consider the problem of learning the underlying causal structure among a set of variables, which are assumed to follow a Bayesian network or, more specifically, a linear recursi…
Round Robin Active Sequential Change Detection for Dependent Multi-Channel Data
Anamitra Chaudhuri, Georgios Fellouris, Ali Tajer
This paper considers the problem of sequentially detecting a change in the joint distribution of multiple data sources under a sampling constraint. Specifically, the channels or so…
Joint Sequential Detection and Isolation for Dependent Data Streams
Anamitra Chaudhuri, Georgios Fellouris
The problem of joint sequential detection and isolation is considered in the context of multiple, not necessarily independent, data streams. A multiple testing framework is propose…