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Adaptive Combinatorial Maximization: Beyond Approximate Greedy Policies
Our approximation guarantees simultaneously support the maximal gain ratio as well as near-submodular utility functions, and include both maximization under a cardinality constraint and a minimum cost coverage guarantee.
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