107 citations · 140 across the 8 of their papers we have counts for
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stat.ML2012★ 1 cited
Greedy Learning of Markov Network Structure
Praneeth Netrapalli, Siddhartha Banerjee, Sujay Sanghavi +1
We propose a new yet natural algorithm for learning the graph structure of general discrete graphical models (a.k.a. Markov random fields) from samples. Our algorithm finds the nei…
cs.SI2012★ 9 cited
Finding the Graph of Epidemic Cascades
Praneeth Netrapalli, Sujay Sanghavi
We consider the problem of finding the graph on which an epidemic cascade spreads, given only the times when each node gets infected. While this is a problem of importance in sever…