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Adaptive infinite dropout for noisy and sparse data streams

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Publication:2102355
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DOI10.1007/s10994-022-06169-wOpenAlexW4224298058MaRDI QIDQ2102355

Yanyan Li

Publication date: 28 November 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-022-06169-w

zbMATH Keywords

Bayesian modelsdata streamsdropoutdata-dependent regularizationstreaming learning


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)




Cites Work

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  • The dropout learning algorithm
  • Collaborative topic model for Poisson distributed ratings
  • On the Inductive Bias of Dropout
  • Overcoming catastrophic forgetting in neural networks
  • 10.1162/jmlr.2003.3.4-5.993
  • A survey on concept drift adaptation
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