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20112020
most citedCausal Dependence Tree Approximations of Joint Distributions for Multiple Random Processes

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

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cs.IT2015★ 3 cited

Bounded Degree Approximations of Stochastic Networks

Christopher J. Quinn, Ali Pinar, Negar Kiyavash

We propose algorithms to approximate directed information graphs. Directed information graphs are probabilistic graphical models that depict causal dependencies between stochastic…