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Filtering by: Creator Wong, Yueh-Mei Remove constraint Creator: Wong, Yueh-Mei Contributor Fern, Xiaoli Remove constraint Contributor: Fern, Xiaoli Subject Machine learning Remove constraint Subject: Machine learning

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  • Myopic policies for budgeted optimization with constrained experiments

    Creator:
    Lin, Wei
    Abstract:
    Motivated by a real-world problem, we study a novel setting for budgeted optimization where the goal is to optimize an unknown function f(x) given a budget. In our setting, it is not practical to request samples of f(x) at precise input values due to the formidable cost of experimental setup...
    Resource Type:
    Research Paper
    Full Text:
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