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Fikret Sivrikaya

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Internet of Smart City Objects: A Distributed Framework for Service Discovery and Composition

    2019 · IEEE Access

    Smart cities generally aim at efficiently organizing and managing city resources through a digital layer on top of the legacy infrastructure. As the digitalization trend goes on with an increasing pace and with the involvement …

  2. Graduated Optimization of Black-Box Functions

    2019 · arXiv (Cornell University)

    Motivated by the problem of tuning hyperparameters in machine learning, we present a new approach for gradually and adaptively optimizing an unknown function using estimated gradients. We validate the empirical performance of the proposed idea …