25 citations · 143 across the 71 of their papers we have counts for
Showing 2016 · cs.LGShow all
2 papers · 2 filters
cs.LG2016
Information-Theoretic Lower Bounds for Recovery of Diffusion Network Structures
Keehwan Park, Jean Honorio
We study the information-theoretic lower bound of the sample complexity of the correct recovery of diffusion network structures. We introduce a discrete-time diffusion model based…
cs.LG2016★ 3 cited
Information-theoretic limits of Bayesian network structure learning
Asish Ghoshal, Jean Honorio
In this paper, we study the information-theoretic limits of learning the structure of Bayesian networks (BNs), on discrete as well as continuous random variables, from a finite num…