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Dropout drops double descent

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Publication:6670075
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DOI10.1007/s42081-024-00242-5MaRDI QIDQ6670075

Joe Suzuki, Tian-Le Yang

Publication date: 22 January 2025

Published in: Japanese Journal of Statistics and Data Science (Search for Journal in Brave)




zbMATH Keywords

linear regressiondropoutdouble descent


Mathematics Subject Classification ID

Statistics (62-XX)





Cites Work

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  • Minimax ridge regression estimation
  • Generalized ridge estimator and model selection criteria in multivariate linear regression
  • High-dimensional dynamics of generalization error in neural networks
  • A new class of generalized Bayes minimax ridge regression estimators
  • On the Inductive Bias of Dropout
  • Generalized ridge regression: a note on negative ridge parameters
  • An Explicit Solution for Generalized Ridge Regression
  • Minimax Adaptive Generalized Ridge Regression Estimators
  • High-Dimensional Statistics
  • Deep double descent: where bigger models and more data hurt*
  • Two Models of Double Descent for Weak Features
  • Reconciling modern machine-learning practice and the classical bias–variance trade-off
  • The Elements of Statistical Learning




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