Combinatorial Black-Box Optimization with Expert Advice

6 Jun 2020Hamid DadkhahiKarthikeyan ShanmugamJesus RiosPayel DasSamuel HoffmanTroy David LoefflerSubramanian Sankaranarayanan

We consider the problem of black-box function optimization over the boolean hypercube. Despite the vast literature on black-box function optimization over continuous domains, not much attention has been paid to learning models for optimization over combinatorial domains until recently... (read more)

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