4 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 4 cited
Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs
AmirEmad Ghassami, Alan Yang, Negar Kiyavash +1
The main approach to defining equivalence among acyclic directed causal graphical models is based on the conditional independence relationships in the distributions that the causal…
cs.LG2017★ 1 cited
Learning Vector Autoregressive Models with Latent Processes
Saber Salehkaleybar, Jalal Etesami, Negar Kiyavash +1
We study the problem of learning the support of transition matrix between random processes in a Vector Autoregressive (VAR) model from samples when a subset of the processes are la…