Snapshot boosting: a fast ensemble framework for deep neural networks

著录项

• 来源
  《中国科学》|2020年第1期|P.73-84|共12页
• 作者

  Wentao ZHANG; Jiawei JIANG; Yingxia SHAO; Bin CUI;

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• 作者单位

  Center for Data Science Peking University Beijing 100871 China;

  National Engineering Laboratory for Big Data Analysis and Applications Beijing 100871 China;

  Department of Computer Science ETH Zurich Zurich 8092 Switzerland;

  Beijing Key Lab of Intelligent Telecommunications Software and Multimedia School of Computer Science Beijing University of Posts and Telecommunications Beijing 100876 China;

  Key Lab of High Confidence Software Technologies(MOE) Department of Computer Science Peking University Beijing 100871 China;

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• 原文格式 PDF
• 正文语种 chi
• 中图分类 自动化基础理论;
• 关键词

  ensemble learning; deep learning; boosting; neural network; snapshot ensemble;