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Filtering by: Creator Phillips, Michael John Remove constraint Creator: Phillips, Michael John Committee Member Fern, Alan Remove constraint Committee Member: Fern, Alan Creator Azimi, Javad Remove constraint Creator: Azimi, Javad

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  • Bayesian optimization with empirical constraints

    Creator:
    Azimi, Javad
    Abstract:
    Bayesian Optimization (BO) methods are often used to optimize an unknown function f(•) that is costly to evaluate. They typically work in an iterative manner. In each iteration, given a set of observation points, BO algorithms select k ≥ 1 points to be evaluated. The results of those points are...
    Resource Type:
    Dissertation