148 citations · 790 across the 56 of their papers we have counts for
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math.OC2014★ 2 cited
Convex Optimization in Julia
Madeleine Udell, Karanveer Mohan, David Zeng +3
This paper describes Convex, a convex optimization modeling framework in Julia. Convex translates problems from a user-friendly functional language into an abstract syntax tree des…
math.OC2014
Bounding Duality Gap for Separable Problems with Linear Constraints
Madeleine Udell, Stephen Boyd
We consider the problem of minimizing a sum of non-convex functions over a compact domain, subject to linear inequality and equality constraints. Approximate solutions can be found…