6 citations · 12 across the 4 of their papers we have counts for
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math.OC2020★ 6 cited
Ideal formulations for constrained convex optimization problems with indicator variables
Linchuan Wei, Andres Gomez, Simge Kucukyavuz
Motivated by modern regression applications, in this paper, we study the convexification of a class of convex optimization problems with indicator variables and combinatorial const…
math.OC2020★ 6 cited
Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks
Simge Kucukyavuz, Ali Shojaie, Hasan Manzour +2
Bayesian Networks (BNs) represent conditional probability relations among a set of random variables (nodes) in the form of a directed acyclic graph (DAG), and have found diverse ap…