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1. 1. Bayesian Optimization for Neural Architecture Search using Graph Kernels

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Bharathwaj Krishnaswami Sreedhar; [2020]
   Keywords : Neural architecture search; Bayesian optimization; Graph kernels; Graph convolutional networks; Neural architecture search; Bayesian optimization; Graph kernels; Graph convolutional networks;

   Abstract : Neural architecture search is a popular method for automating architecture design. Bayesian optimization is a widely used approach for hyper-parameter optimization and can estimate a function with limited samples. READ MORE