To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints?

Yu-Zhen Janice Chen, Daniel S. Menasche, Don Towsley

We study how the amount of correlation between observations collected by distinct sensors/learners affects data collection and collaboration strategies by analyzing Fisher informat…