Matroid Bandits: Fast Combinatorial Optimization with Learning

20 Mar 2014Branislav KvetonZheng WenAzin AshkanHoda EydgahiBrian Eriksson

A matroid is a notion of independence in combinatorial optimization which is closely related to computational efficiency. In particular, it is well known that the maximum of a constrained modular function can be found greedily if and only if the constraints are associated with a matroid... (read more)

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