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stat.MLOct 21, 2013
11
citations (OpenAlex)
authors
  • Frank Hutter
  • Michael A. Osborne
arXiv abstractPDF
paper

A Kernel for Hierarchical Parameter Spaces

arXiv:1310.5738

Abstract

We define a family of kernels for mixed continuous/discrete hierarchical parameter spaces and show that they are positive definite.

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  • Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning
  • A First Analysis of Kernels for Kriging-based Optimization in Hierarchical Search Spaces
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