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Filtering by: Advisor Emerson, Sarah C. Remove constraint Advisor: Emerson, Sarah C. Date issued sim 2018-09-07 Remove constraint Date issued sim: 2018-09-07

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  • Integrating Resource Planning with Bayesian Optimization

    Creator:
    Dolatnia, Nima
    Abstract:
    Bayesian optimization (BO) aims to optimize costly-to-evaluate functions by running a limited number of experiments that each evaluates the function at a selected input. Typical BO formulations assume that experiments are selected sequentially, or in fixed batches. Moreover, these experiments can be executed immediately upon request and have the same...
    Resource Type:
    Dissertation