109 citations · 297 across the 6 of their papers we have counts for
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cs.LG2014★ 21 cited
Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data
Guy Van den Broeck, Karthika Mohan, Arthur Choi +1
We propose an efficient family of algorithms to learn the parameters of a Bayesian network from incomplete data. In contrast to textbook approaches such as EM and the gradient meth…
cs.LG2013★ 2 cited
ADMM Algorithm for Graphical Lasso with an Element-wise Norm Constraint
Karthik Mohan
We consider the problem of Graphical lasso with an additional element-wise norm constraint on the precision matrix. This problem has applications in high-dimensiona…