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Operations research, linear programming, control theory, systems theory, optimal control, game theory

14 votes

Is all non-convex optimization heuristic?

There has been recently a flurry of new results on provable nonconvex methods which can be guaranteed to converge to the global optimum. In other cases, the non-convex problem itself is shown to have …
Anima Anandkumar's user avatar